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awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing

brain-tokyo-workshop

🧠🗼

burstprop

Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.

chatdev

Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration)

convlab-2

ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems

deeplearningbook

MIT Deep Learning Book in PDF format

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

eleve

Extraction de LExique par Variation d'Entropie - Lexicon extraction based on the variation of entropy

google-interview-university

A complete daily plan for studying to become a Google software engineer.

hacker-scripts

Based on a true story

labml

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

langchain

⚡ Building applications with LLMs through composability ⚡

ml_learning

machine learning staffs

my_stars

A curated list of my GitHub stars!

notebook

study notebook

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

revokechinacerts

Revoke China Certificates.

snn_theano

snorkel

A system for quickly generating training data with weak supervision

tensor2tensor

A library for generalized sequence to sequence models

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-vae-gan-draw

A collection of generative methods implemented with TensorFlow (Deep Convolutional Generative Adversarial Networks (DCGAN), Variational Autoencoder (VAE) and DRAW: A Recurrent Neural Network For Image Generation).

tools

Models and Algorithms Collection

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

transformers

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

unbalanceddataset

Python module to perform under sampling and over sampling with various techniques.

universal-transformer-pytorch

Implementation of Universal Transformer in Pytorch

words2map

online natural language processing with word vectors

xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding