sundeepteki

blogs

Blog on AI, Product & Leadership

allennlp

An open-source NLP research library, built on PyTorch.

bert

TensorFlow code and pre-trained models for BERT

coding-exercises

My implementation of useful data structures, algorithms, as well as my solutions to programming puzzles.

d2l-en

Dive into Deep Learning

deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

DeepSpeech

A TensorFlow implementation of Baidu's DeepSpeech architecture

docs

TensorFlow documentation

espnet

End-to-End Speech Processing Toolkit

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fastText_multilingual

Multilingual word vectors in 78 languages

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

fsdl-text-recognizer-project

gluon-nlp

NLP made easy

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

kaldi

This is the official location of the Kaldi project.

MemoClicks

Custom matlab scripts to analyse spiking data for sequences of click trains

Milano

Milano is a tool for automating hyper-parameters search for your models on a backend of your choice.

NeMo

Neural Modules: a toolkit for conversational AI

OpenSeq2Seq

Toolkit for efficient experimentation with various sequence-to-sequence models

pyclustering

pyclustring is a Python, C++ data mining (clustering, graph coloring algorithms, oscillatory networks, neural networks, etc.) library.

pykaldi

A Python wrapper for Kaldi

pytext

A natural language modeling framework based on PyTorch

pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

sotawhat

Returns latest research results by crawling arxiv papers and summarizing abstracts. Helps you stay afloat with so many new papers everyday.

TextClassificationBenchmark

A Benchmark of Text Classification in PyTorch

transformer-xl

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

tutorials

PyTorch tutorials.