xgastaldi

xgastaldi's Stars

• dsgiitr/d2l-pytorch

  This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

  Language:Jupyter Notebook4.2k1.2k

• huggingface/transformers

  🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

  Language:Python132k26.4k

• hysts/pytorch_shake_shake

  A PyTorch implementation of shake-shake

  Language:Python11015

• tensorpack/tensorpack

  A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

  Language:Python6.3k1.8k

• tensorflow/tensor2tensor

  Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

  Language:Python15.3k3.5k

• facebookresearch/fairseq-lua

  Facebook AI Research Sequence-to-Sequence Toolkit

  Language:Lua3.7k616

• YixuanLi/convergent_learning

  Code for paper "Convergent Learning: Do different neural networks learn the same representations?"

  Language:Jupyter Notebook8429

• pytorch/pytorch

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  Language:Python82.4k22.2k

• gaohuang/SnapshotEnsemble

  Snapshot Ensembles in Torch (Snapshot Ensembles: Train 1, Get M for Free)

  Language:Lua18934

• Websail-NU/torch-defseq

  Neural network definition models

  Language:Lua216

• rizar/attention-lvcsr

  End-to-End Attention-Based Large Vocabulary Speech Recognition

  Language:Python260100

• UKPLab/deeplearning4nlp-tutorial

  Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)

  Language:Python635266

• shashankg7/Deep-Learning-for-NLP-Resources

  List of resources to get started with Deep Learning for NLP.

  359162

• SeanNaren/deepspeech.torch

  Speech Recognition using DeepSpeech2 network and the CTC activation function.

  Language:Lua26073

• carpedm20/NAF-tensorflow

  "Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow

  Language:Python19359

• floodsung/DDPG

  Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow

  Language:Python550176

• clinicalml/structuredinference

  Structured Inference Networks for Nonlinear State Space Models

  Language:Jupyter Notebook26565

• dennybritz/deeplearning-papernotes

  Summaries and notes on Deep Learning research papers

  4.4k904

• yueatsprograms/Stochastic_Depth

  Deep Networks with Stochastic Depth

  Language:Lua47377

• microsoft/CNTK

  Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

  Language:C++17.5k4.3k

• facebookarchive/fb.resnet.torch

  Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

  Language:Lua2.3k663

• apache/mxnet

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

  Language:C++20.8k6.8k

• NervanaSystems/neon

  Intel® Nervana™ reference deep learning framework committed to best performance on all hardware

  Language:Python3.9k811