📓 Read
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).
Awesome Knowledge Distillation
Deep Learning tutorials in jupyter notebooks.
Implementation of various topic models
Study guides for MIT's 15.003 Data Science Tools
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
A collection of design patterns/idioms in Python
Catalog of abusive language data (PLoS 2020)
A curated list to learn about distributed systems
A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch
📚 List of awesome university courses for learning Computer Science!
This repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
A list of publically available audio data that anyone can download for ASR or other speech activities
Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.
A curated list of pretrained sentence and word embedding models
Python code for "Probabilistic Machine learning" book by Kevin Murphy
Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
A curated list of awesome Deep Learning (DL) for Natural Language Processing (NLP) resources
Curated list for Deep Reinforcement Learning (DRL): software frameworks, models, datasets, gyms, baselines...
A collection of resources about deep reinforcement learning
Curated list of awesome GAN applications and demo
Deep Learning and deep reinforcement learning research papers and some codes