Made-With-ML/datasets/holdout.csv

id,created_on,title,description,tag
19,2020-03-03 13:54:31,Diffusion to Vector,Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX. ,other
26,2020-03-07 23:11:58,Graph Wavelet Neural Network,"A PyTorch implementation of ""Graph Wavelet Neural Network"" (ICLR 2019) ",other
44,2020-03-08 00:32:58,Capsule Graph Neural Network,"A PyTorch implementation of ""Capsule Graph Neural Network"" (ICLR 2019).",other
80,2020-03-20 05:59:32,NeRF: Neural Radiance Fields,Representing scenes as neural radiance fields for view synthesis.,computer-vision
84,2020-03-20 15:18:43,Mention Classifier,"Category prediction model
This repo contains AllenNLP model for prediction of Named Entity categories by its mentions.",natural-language-processing
107,2020-03-21 23:09:03,Plant Fruit Classifier,Building a world-class image classifier model with a custom dataset.,computer-vision
126,2020-03-25 15:05:27,Unet Implementation is Keras with GPU,Vector Map generation from aerial imagery using deep learning GeoSpatial UNET,computer-vision
130,2020-03-25 16:55:31,Gymnast Pose Analysis,"Pose modelling for gymnasts using open-pose and open-cv.
",computer-vision
131,2020-03-25 17:00:54,EfficientDet: Scalable and Efficient Object Detection,Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch.,computer-vision
136,2020-03-26 17:22:36,Finetune: Scikit-learn Style Model Finetuning for NLP,Finetune is a library that allows users to leverage state-of-the-art pretrained NLP models for a wide variety of downstream tasks.,natural-language-processing
141,2020-03-28 17:41:42,First Order Motion Model for Image Animation,Generating a video sequence so that an object in a source image is animated according to the motion of a driving video.,computer-vision
142,2020-03-28 17:49:20,TorchIO:  Medical Image Processing in Deep Learning and PyTorch,Tools for medical image processing in deep learning and PyTorch,computer-vision
144,2020-03-29 18:23:06,Finetuning Transformers with JAX + Haiku,"Walking through a port of the RoBERTa pre-trained model to JAX + Haiku, then fine-tuning the model to solve a downstream task.",natural-language-processing
218,2020-04-06 11:29:57,Distributional RL using TensorFlow2,🐳 Implementation of various Distributional Reinforcement Learning Algorithms using TensorFlow2.,other
220,2020-04-06 15:19:59,Module 2: Convolutional Neural Networks - CS231n ,In Lecture 5 we move from fully-connected neural networks to convolutional neural networks.,computer-vision
249,2020-04-06 19:20:12,makesense.ai,Free to use online tool for labelling photos.,computer-vision
264,2020-04-06 21:33:32,The Unreasonable Effectiveness of Recurrent Neural Networks,A close look at how RNNs are able to perform so well.,natural-language-processing
268,2020-04-06 21:51:55,A Gentle Introduction to Text Summarization in Machine Learning,Text summarization is the technique for generating a concise and precise summary of voluminous texts while focusing on the sections that convey useful info.,natural-language-processing
285,2020-04-07 03:45:03,A (Long) Peek into Reinforcement Learning,"In this post, we are gonna briefly go over the field of Reinforcement Learning (RL), from fundamental concepts to classic algorithms.",other
305,2020-04-07 20:00:37,Question Answering with a Fine-Tuned BERT,What does it mean for BERT to achieve “human-level performance on Question Answering”?,natural-language-processing
314,2020-04-08 00:06:21,The Autonomous Learning Library,A PyTorch library for building deep reinforcement learning agents.,other
317,2020-04-08 00:14:27,COCO Annotator,"✏️ Web-based image segmentation tool for object detection, localization and key points.",computer-vision
328,2020-04-08 14:29:22,ProteinGCN: Protein model quality assessment using GCNs,Source code for the paper: ProteinGCN: Protein model quality assessment using Graph Convolutional Networks.,other
344,2020-04-08 16:11:28,Tokenizers,💥Fast State-of-the-Art Tokenizers optimized for Research and Production.,natural-language-processing
353,2020-04-08 17:08:41,Keras OCR,A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model. ,computer-vision
384,2020-04-08 21:22:25,Visualizing Memorization in RNNs,Inspecting gradient magnitudes in context can be a powerful tool to see when recurrent units use short-term or long-term contextual understanding.,natural-language-processing
407,2020-04-08 23:00:02,AllenNLP,"An open-source NLP research library, built on PyTorch.",natural-language-processing
410,2020-04-08 23:09:15,Frameworks for Machine Learning Model Management,This blog post will follow up by comparing three different tools developed to support reproducible machine learning model development.,mlops
414,2020-04-08 23:18:04,TensorBoard.dev ,"Easily host, track, and share your ML experiments for free.",mlops
415,2020-04-08 23:21:13,BertViz,"Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)",natural-language-processing
426,2020-04-09 16:37:10,The Transformer Family,"This post presents how the vanilla Transformer can be improved for longer-term attention span, less memory and computation consumption, RL task solving, etc.",natural-language-processing
437,2020-04-10 17:14:11,Pruning Bert to Accelerate Inference,"After previously discussing various ways of accelerating models like BERT, in this blog post we empirically evaluate the pruning approach.",natural-language-processing
438,2020-04-10 17:26:39,Compressing Bert for Faster Prediction,"In this blog post, we discuss ways to make huge models like BERT smaller and faster. ",natural-language-processing
451,2020-04-10 20:10:28,Evaluation Metrics for Language Modeling,"In this article, we will focus on traditional intrinsic metrics that are extremely useful during the process of training the language model itself. ",natural-language-processing
454,2020-04-10 20:27:12,All The Ways You Can Compress BERT,In this post I’ll list and briefly taxonomize all the papers I’ve seen compressing BERT. ,natural-language-processing
458,2020-04-10 20:58:41,"Limitations of Deep Learning for Vision, and How We Might Fix The",This is an opinion paper about the strengths and weaknesses of Deep Nets for vision.,computer-vision
487,2020-04-14 21:15:35,Face Alignment in Full Pose Range: A 3D Total Solution,Face Alignment in Full Pose Range: A 3D Total Solution.,computer-vision
488,2020-04-14 21:21:51,V2V-PoseNet Pytorch,PyTorch implementation of V2V-PoseNet with IntegralPose/PoseFix loss.,computer-vision
496,2020-04-14 23:14:59,Fast- Neural Style,Pytorch implementation of an algorithm for artistic style transfer. ,computer-vision
497,2020-04-14 23:21:16,Torchvision Object Detection Finetuning Tutorial,Finetuning a pre-trained Mask R-CNN model in the Penn-Fudan Database for Pedestrian Detection and Segmentation.,computer-vision
559,2020-04-16 16:18:26,Creating an End-to-End Machine Learning Application,"A complete, end-to-end ML application, implemented in both TensorFlow 2.0 and PyTorch.",mlops
561,2020-04-16 16:27:31,How Docker Can Help You Become A More Effective Data Scientist,A look at Docker from the perspective of a data scientist.,mlops
569,2020-04-18 13:32:36,An Introduction to Transfer Learning and HuggingFace,In this talk I'll start by introducing the recent breakthroughs in NLP that resulted from the combination of Transfer Learning schemes and Transformer architect,natural-language-processing
570,2020-04-19 17:40:48,Introduction to Image Inpainting With Deep Learning,"In this article, we are going to learn how to do “image inpainting”, i.e. fill in missing parts of images precisely using deep learning.",computer-vision
579,2020-04-20 00:53:19,Transfer Learning & Fine-Tuning With Keras,Your 100% up-to-date guide to transfer learning & fine-tuning with Keras.,computer-vision
582,2020-04-20 21:38:50,CS285: Deep Reinforcement Learning,"A course on deep reinforcement learning, transfer and multi-task learning.",other
594,2020-04-21 23:25:53,TorchServe & TorchElastic PyTorch Libraries for Serving/Training,The officially supported way to deploy and manage models with PyTorch.,mlops
600,2020-04-22 17:37:25,Building a Simple Chatbot from Scratch in Python (using NLTK),A look at retrieval based and generative conversational AI for creating chatbots.,natural-language-processing
612,2020-04-23 13:56:46,Implementing DCGANs using PyTorch C++ API (Libtorch),"The blog discusses the paper review of DCGANs and implementation using PyTorch C++ API in detail. From loading models to visualizing batch of the data, in C++! ",computer-vision
620,2020-04-23 17:26:26,ELECTRA ,"Explaining the new self-supervised task for language representation learning, ELECTRA which uses ""replace token detection"".",natural-language-processing
624,2020-04-24 00:42:41,How to Train a New Language Model From Scratch Using Transformers,"In this post we’ll demo how to train a “small” model (84 M parameters = 6 layers, 768 hidden size, 12 attention heads).",natural-language-processing
629,2020-04-24 05:01:26,ARIMA Modeling - Guide to Time Series Forecasting in Python,"How ARIMA models works . How to train and forecast using ARIMA, SARIMA, SARIMAX and find the optimal model with Python",other
649,2020-04-28 03:42:29,Spektral,Graph Neural Networks with Keras and Tensorflow 2.,other
666,2020-04-29 12:10:43,AIDeveloper,"GUI-based software for training, evaluating and applying deep neural nets for image classification ",computer-vision
671,2020-04-29 23:22:43,MedCAT - Medical Concept Annotation Tool,A tool used to extract information from Electronic Health Records (EHRs) and link it to biomedical ontologies like SNOMED-CT and UMLS.,natural-language-processing
681,2020-05-01 16:25:34,The AI Economist,Improving Equality and Productivity with AI-Driven Tax Policies,other
684,2020-05-01 16:48:19,WT5?! Training Text-to-Text Models to Explain their Predictions,We leverage the text-to-text framework proposed by Raffel et al.(2019) to train language models to output a natural text explanation alongside their prediction.,natural-language-processing
689,2020-05-01 17:51:53,Ensemble Forecasts ,"Time series forecasting using classical methods (ETS, Holt-Winter's, SARIMA) and Prophet. I show and discuss advantages of Ensemble Forecast",other
703,2020-05-04 05:09:59,Implementing Graph Neural Networks with JAX,I’ll talk about my experience on how to build and train Graph Neural Networks (GNNs) with JAX.,other
705,2020-05-04 14:13:13,Deep Learning With Graph-Structured Representations,Novel approaches based on the theme of structuring the representations and computations of neural network-based models in the form of a graph.,other
706,2020-05-04 14:18:58,GNNExplainer: Generating Explanations for Graph Neural Networks,General tool for explaining predictions made by graph neural networks (GNNs).,other
710,2020-05-05 04:01:24,Differential Subspace Search in High-Dimensional Latent Space,"Differential subspace search to allow efficient iterative user exploration in such a space, without relying on domain- or data-specific assumptions.",computer-vision
723,2020-05-05 19:45:50,DeepWay: Autonomous navigation for blind.,I have tried to make something which can be used by blind people to navigate around the streets. Have a look at the video and GitHub repo for details.,computer-vision
737,2020-05-06 18:06:04,Nature-Scene Classification using FASTAI,Classifying Nature-scene images using deep learning  with fastai library,computer-vision
738,2020-05-06 20:33:00,Machine-Learning-Single-Layer-Multiclass-Perceptron,Implemented a Single Layer Perceptron and applied it on the MNIST dataset for multi-class classification using NumPy.,computer-vision
780,2020-05-08 12:06:30,Med7 - clinical natural language processing for EHR,"Med7 is a transferable clinical natural language processing model for electronic health records, compatible with spaCy, for named-entity recognition task",natural-language-processing
784,2020-05-08 14:59:08,Haystack — Neural Question Answering At Scale,Scaling Question Answering models to find answers in large document stores via retriever and reader approach.,natural-language-processing
785,2020-05-08 17:13:36,SimCLR in TensorFlow 2,(Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.,computer-vision
787,2020-05-08 18:15:56,Semantic Cord19 Paper Explorer,Semantic research paper explorer to search Research Papers in COVID and CoronaVirus. Can be easily modified to any Research Paper Database,natural-language-processing
807,2020-05-11 02:25:51,Introduction to Machine Learning Problem Framing,This course helps you frame machine learning (ML) problems.,mlops
834,2020-05-13 04:36:33,TailorGAN: Making User-Defined Fashion Designs,Generate a photo-realistic image which combines the texture from reference A and the new attribute from reference B.,computer-vision
843,2020-05-13 14:49:21,T5 fine-tuning,A colab notebook to showcase how to fine-tune T5 model on various NLP tasks (especially non text-2-text tasks with text-2-text approach),natural-language-processing
854,2020-05-14 12:05:20,ASAP: Pooling for Graph Neural Network (AAAI 2020),ASAP is a sparse and differentiable pooling method that addresses the limitations of previous graph pooling layers.,other
878,2020-05-16 05:27:56,Exploratory Data Analysis on MS COCO Style Datasets,A Simple Toolkit to do exploratory data analysis on MS COCO style formatted datasets.,computer-vision
898,2020-05-17 05:11:22,Single-Stage Semantic Segmentation from Image Labels,"We attain competitive results by training a single network model
for segmentation in a self-supervised fashion using only
image-level annotations",computer-vision
906,2020-05-18 14:50:45,NLPAug,Data augmentation for NLP,natural-language-processing
916,2020-05-19 08:11:05,Get Subreddit Suggestions for a Post,"Trained on 4M Reddit posts from 4k Subreddits. End-to-end ML pipeline built with fasttext and FastAPI, deployed to Valohai.",natural-language-processing
917,2020-05-19 13:45:03,Transfer Learning In NLP,A brief history of Transfer Learning In NLP,natural-language-processing
919,2020-05-20 02:29:48,IntelliCode Compose: Code Generation Using Transformer,"Code completion tool which is capable of predicting sequences of code tokens of arbitrary types, generating up to entire lines of syntactically correct code.",natural-language-processing
943,2020-05-22 06:27:43,Transfer Learning in NLP with Tensorflow Hub and Keras,Learn how to integrate and finetune tensorflow-hub modules in Tensorflow 2.0,natural-language-processing
946,2020-05-22 07:57:14,Replicating Airbnb's Amenity Detection (documentary series),Airbnb's engineering team shared an article on how they used computer vision to detection amenities in photos. It read like a recipe so I replicated it.,computer-vision
965,2020-05-24 08:14:30,GANs in Computer Vision : An article review series ,"An article series where we review the most important research papers on GANs from 2015 to today.  6 articles,  20 papers, 20000 words",computer-vision
991,2020-05-27 05:09:20,NLP Viewer 🤗,A simple website for browsing popular NLP datasets.,natural-language-processing
999,2020-05-28 03:32:05,MediaPipe,"Simplest way for researchers and developers to build world-class ML solutions and applications for mobile, edge, cloud and the web. ",computer-vision
1011,2020-05-29 02:57:44,ML in Production - Deployment Series,"A multi-part blog series on deploying machine learning models in an automated, reproducible, and auditable manner.",mlops
1019,2020-05-29 08:14:05,Visual Object Tracking using Adaptive Correlation Filters,This article gives step by step tutorial with code on understanding MOSSE tracking algorithm,computer-vision
1032,2020-05-29 14:50:28,Pix2Pix with Tf-js,"Implementation of web friendly ML models using TensorFlow.js. pix2pix, face segmentation, fast style transfer and many more ...",computer-vision
1056,2020-05-30 09:08:31,Font Recognition Using Deep Learning - DeepFont ( Adobe ),DeepFont Paper is a technique created by Adobe.Inc to detect font from images using deep learning . They published their work as a paper for the public .,computer-vision
1078,2020-05-31 05:04:44,Building Footprint Extraction,The project retrieves satellite imagery from Google and performs building footprint extraction using a U-Net. ,computer-vision
1114,2020-06-01 21:00:24,Reinforcement Learning in JAX,"Implementation of interesting Deep Reinforcement Learning Algorithms using JAX based libraries (flax, haiku and rlax) As of now tasks come from OpenAI gym",other
1155,2020-06-03 15:22:11,GaborNet,Modified network architecture that focuses on improving convergence and reducing training complexity.,computer-vision
1159,2020-06-03 18:17:01,Learning To Classify Images Without Labels,A two-step approach where feature learning and clustering are decoupled.,computer-vision
1167,2020-06-04 03:58:21,From Pre-trained Word Embeddings to Pre-trained Language Models,from Static Word Embedding to Dynamic (Contextualized) Word Embedding.,natural-language-processing
1172,2020-06-04 07:01:13,Converting images to TF Records,A Colab Notebook showing how to convert an image dataset (for classification) to TF Records and more.,computer-vision
1266,2020-06-09 16:09:08,Text Classification using Bert from Tensorflow-Hub,This Tutorial helps to learn about Bert Models for Classification  task on a #Tweet dataset.,natural-language-processing
1286,2020-06-10 17:24:19,Exploring Knowledge Captured in Probability of Strings,An exploration of simple knowledge captured by language models with code examples,natural-language-processing
1363,2020-06-13 13:46:44,Short Notes on Batch Constrained Deep Reinforcement Learning,Blog article on Off-Policy Deep Reinforcement Learning without Exploration paper by Fujimoto et al. (ICML 2019),other
1426,2020-06-15 02:34:27,From GRU to Transformer,How recurrent units and self-attention are related to each other.,natural-language-processing
1430,2020-06-15 04:24:12,Melanoma Classification,This was Shubhamai 3-week project for working a new kaggle competition and deploying a web application to predicting benign or malignant based on images.,computer-vision
1434,2020-06-15 07:52:13,Universal Sentence Encoder Visually Explained,A deep-dive into how Universal Sentence Encoder learns to generate fixed-length sentence embeddings,natural-language-processing
1445,2020-06-15 17:49:16,Image Smoothing via L0 Gradient Minimization,This is a edge-aware image smoothing algorithm. This algorithm tries to smoothen the image while preserving the global structural information of the image. ,computer-vision
1450,2020-06-15 21:00:47,BERT NLP — How To Build a Question Answering Bot,Understanding the intuition with hands-on PyTorch code for BERT fine-tuned on SQuAD.,natural-language-processing
1451,2020-06-16 01:21:09,EfficientDet (PyTorch),A PyTorch implementation of EfficientDet faithful to the original Google implementation with ported weights.,computer-vision
1459,2020-06-16 03:06:10,SuperGlue: Learning Feature Matching with Graph Neural Networks,"SuperGlue, a neural network that matches two sets of local features by jointly finding correspondences and rejecting non-matchable points.",other
1462,2020-06-16 03:28:40,Open Compound Domain Adaptation,"Pytorch implementation for ""Open Compound Domain Adaptation""",computer-vision
1485,2020-06-17 16:33:50,Sudoku-Game-Solver,This is a Computer Vision Application that solves a 9x9 sudoku board game using Deep Learning and Backtracking algorithm.,computer-vision
1488,2020-06-17 19:27:36,Smart Picture Editor,Tool to automatically remove unwanted objects from photos,computer-vision
1494,2020-06-18 00:14:40,Object Goal Navigation using Goal-oriented Semantic Exploration,Embodied interactive learning for object detection by using semantic curiosity to learn an exploration policy on set of the training environments.,computer-vision
1501,2020-06-18 18:17:18,Traffic-Sign-Recognition-Using-Deep-Learning,"The training dataset contains around 39,000 images while test dataset contains around 12,000 images containing 43 different classes. We will be using Convolutio",computer-vision
1508,2020-06-19 06:43:47,Long Form Question Answering with ELI5,A model for open domain long form question answering.,natural-language-processing
1511,2020-06-19 06:54:23,RepNet - Class Agnostic Video Repetition Counting in the Wild,Counting Out Time: Class Agnostic Video Repetition Counting in the Wild,computer-vision
1515,2020-06-19 16:37:10,"Cut, Paste and Learn: Surprisingly Easy Synthesis for Detection",Generate synthetic scenes and bounding box annotations for object detection.,computer-vision
1524,2020-06-20 10:42:25,Machine Learning Projects ,"This Repo contains projects done by me while learning the basics. All the familiar types of regression, classification, and clustering methods have been used.",natural-language-processing
1540,2020-06-21 13:03:19,codeBERT - Masked Language Model for source code ,Tutorial to use codeBERT a MLM for Python code. Model trained from scratch using roBERTa,natural-language-processing
1588,2020-06-24 03:29:51,Multi-task Training with Hugging Face Transformers and NLP, A recipe for multi-task training with Transformers' Trainer and NLP datasets.,natural-language-processing
1600,2020-06-25 00:45:26,BERT Distillation with Catalyst,How to distill BERT with Catalyst.,natural-language-processing
1628,2020-06-28 06:12:20,Deep Reinforcement Learning Amidst Lifelong Non-Stationarity,"How can robots learn in changing, open-world environments? We introduce dynamic-parameter MDPs, to capture environments with persistent, unobserved changes. ",other
1654,2020-06-30 03:58:46,3D Detection and Domain Adaptation,1st Place Solution for Waymo Open Dataset Challenge,computer-vision
1659,2020-07-01 02:26:20,Evaluation of Text Generation: A Survey,Evaluation methods of natural language generation (NLG) and language modeling.,natural-language-processing
1661,2020-07-01 06:42:59,SpineNet: A Novel Architecture for Object Detection,"A meta architecture called a scale-permuted model that enables two major improvements on backbone architecture design,iscovered with neural architecture search.",computer-vision
1665,2020-07-01 07:17:48,BERTology Meets Biology,Interpreting Attention in Protein Language Models.,natural-language-processing
1681,2020-07-03 04:02:52,A Survey on Deep Learning for Localization and Mapping,Towards the Age of Spatial Machine Intelligence,computer-vision
1685,2020-07-03 04:12:28,Text Data Cleanup - Dynamic Embedding Visualisation,Identify noisy text in a Machine Translation dataset through dynamic text embedding visualisation.,natural-language-processing
1689,2020-07-03 04:29:04,Offline Reinforcement Learning,"Challenges, algorithms and benchmarks.",other
1692,2020-07-03 04:42:45,Low-Dimensional Hyperbolic Knowledge Graph Embeddings,Low-dimensional knowledge graph embeddings that simultaneously capture hierarchical relations and logical patterns.,other
1703,2020-07-04 09:22:50,Awesome Deep RL,This project is built for people who are learning and researching on the latest deep reinforcement learning methods.,other
1709,2020-07-05 05:25:34,Anti-Patterns in NLP (8 types of NLP idiots),A talk which discusses the recurring industrial problems in making NLP solutions. ,natural-language-processing
1715,2020-07-06 18:25:16,Image Classifier,Pure JavaScript Image Classifier,computer-vision
1717,2020-07-07 04:09:35,TaBERT,Pretraining for Joint Understanding of Textual and Tabular Data,natural-language-processing
1719,2020-07-07 04:17:11,Texthero,"Text preprocessing, representation and visualization from zero to hero.",natural-language-processing
1743,2020-07-09 01:51:41,How to Benchmark Models with Transformers,HuggingFace's Transformer library allows users to benchmark models for both TensorFlow 2 and PyTorch using the PyTorchBenchmark and TensorFlowBenchmark classes.,natural-language-processing
1756,2020-07-10 02:53:13,Linear Attention Transformer,A fully featured Transformer that mixes (QKᵀ)V local attention with Q(KᵀV) global attention (scales linearly with respect to sequence length).,natural-language-processing
1770,2020-07-11 05:12:49,imgaug,"Image augmentation for machine learning experiments.

",computer-vision
1779,2020-07-11 05:48:03,All Models and checkpoints - Hugging Face,"Massive (and growing) collection of NLP models are nearly any NLP tasks, especially those involving the use of transformers.",natural-language-processing
1799,2020-07-11 06:49:38,FlashText,"Extract Keywords from sentence or Replace keywords in sentences.

",natural-language-processing
1804,2020-07-11 07:04:25,Text Preprocessing in Python using spaCy library,"In this article, we have explored Text Preprocessing in Python using spaCy library in detail. This is the fundamental step to prepare data for applications.",natural-language-processing
1805,2020-07-11 07:12:32,Segmentation Models,"Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

",computer-vision
1825,2020-07-11 08:43:20,MLflow: A Machine Learning Lifecycle Platform,Open source platform for the machine learning lifecycle.,mlops
1827,2020-07-11 08:56:02,token2index,"A lightweight but powerful library to build token indices for NLP tasks, compatible with major Deep Learning frameworks like PyTorch and Tensorflow.",natural-language-processing
1853,2020-07-13 20:23:32,The Transformer Neural Network Architecture Explained,"⚙️ It is time to explain how Transformers work. If you are looking for an easy explanation, you are exactly right!",natural-language-processing
1858,2020-07-14 03:30:14,QSVM,Quantum SVM for sentiment analysis,natural-language-processing
1866,2020-07-14 22:58:15,PYthon Automated Term Extraction,"Term extraction algorithms such as C-Value, Basic, Combo Basic, Weirdness and Term Extractor using spaCy POS tagging.",natural-language-processing
1870,2020-07-15 20:38:36,Interpretability and Analysis of Models for NLP,An in-depth look at interpretability and analysis of models for NLP (ACL 2020).,natural-language-processing
1888,2020-07-17 16:53:37,Monitoring Machine Learning Models in Production,Once you have deployed your machine learning model to production it rapidly becomes apparent that the work is not over.,mlops
1901,2020-07-19 08:31:43,Quora Question Pair Similarity,"Identify which questions asked on Quora are duplicates of questions that have already been asked. Using Text features, classifying them as duplicates or not.

",natural-language-processing
1905,2020-07-19 14:51:57,PyTorch CNN Trainer,A simple package to fine-tune CNNs from torchvision and Pytorch Image models by Ross Wightman.,computer-vision
1934,2020-07-21 01:47:01,Graphein,Protein Graph Library,other
1935,2020-07-21 04:44:52,Integrated Gradients in TensorFlow 2,"In this tutorial, you will walk through an implementation of IG step-by-step in TensorFlow 2 to understand the pixel feature importances of an image classifier.",computer-vision
1950,2020-07-23 00:42:09,GPT-3: A Hitchhiker's Guide,Post to guide your thinking on GPT-3.,natural-language-processing
1959,2020-07-24 10:00:13,TeachEasy: Web app for Text Summarization & Q/A generation,An intuitive Streamlit based web app for Text Summarization and Question Answer generation so as to reduce the work for School teachers.,natural-language-processing
1961,2020-07-24 10:38:52,Python Template for All Projects,"A template that gives the batteries required to package code, CI checks, auto build and deploy docs, easy PyPi publishing support and docker files.",mlops
1964,2020-07-25 02:52:36,MLOps Tutorial Series,How to create an automatic model training & testing setup using GitHub Actions and Continuous Machine Learning (CML).,mlops
1972,2020-07-27 02:54:19,Evolution of Representations in the Transformer,"The evolution of representations of individual tokens in Transformers trained with different training objectives (MT, LM, MLM - BERT-style).",natural-language-processing
1975,2020-07-27 14:09:26,Ensemble methods for object detection,"In this repository, we provide the code for ensembling the output of object detection models, and applying test-time augmentation for object detection. This lib",computer-vision
1976,2020-07-27 14:12:03,Close-Domain fine-tuning for table detection,"In this project, we show the benefits of using models trained on a close domain, using the TableBank dataset, for fine-tuning table detection models. In additio",computer-vision
1997,2020-07-29 16:13:46,Image Classification by @carrycooldude,Image Classification using TFLite and ImageNet  by  @carrycooldude,computer-vision
2007,2020-07-30 14:47:39,CLoDSA: A Tool for Augmentation in Computer Vision tasks,"CLoDSA is an open-source image augmentation library for object classification, localization, detection, semantic segmentation and instance segmentation. It supp",computer-vision
2010,2020-07-30 15:00:43,FrImCla: A framework for image classification,"
FrImCla is an open-source framework for Image Classification using traditional and deep learning techniques. It supports a wide variety of deep learning and c",computer-vision
2011,2020-07-30 15:02:04,UFOD: A Unified Framework for Object Detection,UFOD is an open-source framework that enables the training and comparison of object detection models on custom datasets using different underlying frameworks an,computer-vision
2023,2020-08-01 14:46:19,Why You Should Do NLP Beyond English,7000+ languages are spoken around the world but NLP research has mostly focused on English. This post outlines why you should work on languages other than Eng.,natural-language-processing
2025,2020-08-01 14:57:11,Haystack — Neural Question Answering At Scale,"🔍 Transformers at scale for question answering & search

",natural-language-processing
2034,2020-08-03 04:00:29,Finding Similar Documents with Transformers,How transformers can help us distill text documents into points in N-dimensional vector spaces.,natural-language-processing
2040,2020-08-04 18:00:56,A Barebones Image Retrieval System,This project presents a simple framework to retrieve images similar to a query image.,computer-vision
2056,2020-08-06 00:30:49,Fast Sentence Embeddings (fse),Fast Sentence Embeddings is a Python library that serves as an addition to Gensim.,natural-language-processing
2131,2020-08-13 01:39:01,How to Trust Your Deep Learning Code,"We will focus on how to write reusable unit tests, so that you “Don’t repeat yourself”.",mlops
2137,2020-08-13 02:10:03,Unpopular Opinion - Data Scientists Should Be More End-to-End,I believe data scientists can be more effective by being end-to-end.,mlops
2172,2020-08-18 04:12:18,Compression of Deep Learning Models for Text: A Survey,"In this survey, we discuss six different types of methods for compression of such models to enable their deployment in real industry NLP projects.",natural-language-processing
2186,2020-08-18 23:24:41,AI in Medicine and Imaging - Stanford Symposium 2020,Through the AIMI Symposium we hope to address gaps and barriers in the field and catalyze more evidence-based solutions to improve health for all.,computer-vision
2195,2020-08-20 20:45:52,Streamlit Terran Timeline,A face-recognition timeline generator tool for any kind of video!,computer-vision
2199,2020-08-21 08:37:20,How to Set Up Continuous Integration for Machine Learning,How to Set Up Continuous Integration for Machine Learning with Github Actions and Neptune: Step by Step Guide.,mlops
2200,2020-08-21 12:45:54,Bad passwords and the NIST guidelines,"Example project provided by DataCamp. In this project, you will write code that  automatically detects and flags the bad passwords.",natural-language-processing
2232,2020-08-27 11:00:34,GenRL,GenRL is a PyTorch-First Reinforcement Learning library centered around reproducible and generalizable algorithm implementations.,other
2246,2020-08-30 06:05:21,Questgen- An NLP library for state-of-the-art Question Generation,"Questgen AI is an opensource, easy to use NLP library for Question generation. It can generate MCQs, Boolean (Yes/No), FAQs and also paraphrase any question.
",natural-language-processing
2250,2020-08-31 09:20:55,Text Data Augmentation with MarianMT,Learn how to use machine translation models in Hugging Face Transformers for data augmentation.,natural-language-processing
2262,2020-09-03 12:10:24,R.U.Stoked,NLP (Sentiment Analysis) project to demonstrate a pipeline of data from the very first stage of data collection through ML model deployment.,natural-language-processing
2266,2020-09-04 01:42:26,Wav2Lip: Accurately Lip-syncing Videos In The Wild,A Lip Sync Expert Is All You Need for Speech to Lip Generation In the Wild,computer-vision
2271,2020-09-05 07:10:06,Latest advancements in video streaming with AI,"AI developments in video streaming using Super-resolution, Per-title encoding, P2P",computer-vision
2289,2020-09-08 04:12:41,ElasticTransformers,Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers.,natural-language-processing
2310,2020-09-12 12:33:20,Image Super-Resolution,In this project we learn how to train a super-resolution model ESPCN on DIV2K dataset to upscale images using AI by 3x,computer-vision
2312,2020-09-12 22:33:56,Codequestion,Ask coding questions directly from the terminal.,natural-language-processing
2336,2020-09-19 08:40:37,G-SimCLR,TensorFlow implementation of G-SimCLR. ,computer-vision
2339,2020-09-19 11:17:48,Neural CDEs for Long Time-Series via the Log-ODE Method,NCDEs for Long Time-Series via the Log-ODE Method.,other
2350,2020-09-22 03:07:29,"Part 1: Deep Representations, a way towards neural style transfer",A top down approach to conceiving neural style transfer,computer-vision
2366,2020-09-25 02:26:00,Help-Me-Read: Text Summarization using Flask and HuggingFace.,"Text summarization, translation and Questions Answers generation using HuggingFace and deployed using Flask, Streamlit. Detailed guide on github. ",natural-language-processing
2367,2020-09-25 07:39:43,Interactive Analysis of Sentence Embeddings,Learn how to interactively explore sentence embedding and labels in Tensorflow Embedding Projector.,natural-language-processing
2390,2020-09-28 05:46:03,mini-pokedex end to end tutorial  -  Gotta classify 'em all!,"Build a Pokemon image classifier to classify the awesome starters Pikachu, Charmander, Squirtle, and Bulbasaur.",computer-vision
2394,2020-09-28 22:46:36,Why Data Quality is Key to Successful ML Ops,A look at ML Ops and highlight how and why data quality is key to ML Ops workflows.,mlops
2403,2020-09-30 22:15:07,Easy Data Augmentation (EDA),Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks,natural-language-processing
2413,2020-10-01 23:50:04,Keeping Data Pipelines healthy w/ Great Expectations GH Actions,"We show you how you can use GitHub Actions together with the open source project Great Expectations to automatically test, document, and profile data pipelines.",mlops
2428,2020-10-05 02:09:23,Efficient Transformers: A Survey,"Characterizes a large and thoughtful selection of recent efficiency-flavored ""X-former"" models.",natural-language-processing
2429,2020-10-05 02:16:34,Meta-learning for Few-shot Natural Language Processing: A Survey,"Clear definitions, progress summary and some common datasets of applying meta-learning to few-shot NLP.",natural-language-processing