Awesome Open Source

Programming Languages

Search results for deep learning gradient

deep-learning x

106 search results found

Deeplearning_ai_books ⭐ 14,417

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

Biggan Pytorch ⭐ 2,356

The author's officially unofficial PyTorch BigGAN implementation.

Deeprl Agents ⭐ 2,004

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

Grenade ⭐ 1,430

Deep Learning in Haskell

Pgportfolio ⭐ 1,386

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

Awesome Deep Rl ⭐ 1,225

For deep RL and the future of AI.

Enzyme ⭐ 1,142

High-performance automatic differentiation of LLVM and MLIR.

Keract ⭐ 1,030

Layers Outputs and Gradients in Keras. Made easy.

Tf Explain ⭐ 934

Interpretability Methods for tf.keras models with Tensorflow 2.x

Awesome Gradient Boosting Papers ⭐ 930

A curated list of gradient boosting research papers with implementations.

Dreamerv2 ⭐ 700

Mastering Atari with Discrete World Models

Ensmallen ⭐ 675

A header-only C++ library for numerical optimization --

Densenet.pytorch ⭐ 632

A PyTorch implementation of DenseNet.

Stock_market_reinforcement_learning ⭐ 630

This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.

Ddpg Keras Torcs ⭐ 595

Using Keras and Deep Deterministic Policy Gradient to play TORCS

Tensorflow Resources ⭐ 327

Curated Tensorflow code resources to help you get started with Deep Learning.

Awesome Distributed Deep Learning ⭐ 309

A curated list of awesome Distributed Deep Learning resources.

Greedy_infomax ⭐ 272

Code for the paper: Putting An End to End-to-End: Gradient-Isolated Learning of Representations

Vit Explain ⭐ 260

Explainability for Vision Transformers

Hands On Deep Learning Algorithms With Python ⭐ 241

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

Torch Dreams ⭐ 229

Flexible Feature visualization on PyTorch, for research and art 🔎 💻 🧠 🎨

Visualisation tool for CNNs in pytorch

Ddpg Aigym ⭐ 220

Continuous control with deep reinforcement learning - Deep Deterministic Policy Gradient (DDPG) algorithm implemented in OpenAI Gym environments

The Deep Learning training framework on Spark

Pytorch Lesson Zh ⭐ 214

pytorch 包教不包会

Learningx ⭐ 213

Deep & Classical Reinforcement Learning + Machine Learning Examples in Python

Pytorch Ddpg ⭐ 207

Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch

Tensorflow Adversarial ⭐ 204

Crafting adversarial images

Dl Workshop ⭐ 200

Crash course to master gradient-based machine learning. Also secretly a JAX course in disguise!

Backprop ⭐ 180

Heterogeneous automatic differentiation ("backpropagation") in Haskell

Grad_cam_plus_plus ⭐ 176

A generalized gradient-based CNN visualization technique

Spinning Up Basic ⭐ 164

Basic versions of agents from Spinning Up in Deep RL written in PyTorch

Autograd.jl ⭐ 160

Julia port of the Python autograd package.

Pytorch_workplace ⭐ 153

Random miniprojects with pytorch.

Terngrad ⭐ 152

Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)

Mariana ⭐ 151

The Cutest Deep Learning Framework which is also a wonderful Declarative Language

Deep Viz Keras ⭐ 144

Implementations of some popular Saliency Maps in Keras

Adatune ⭐ 144

Gradient based Hyperparameter Tuning library in PyTorch

[NeurIPS 2019] Deep Leakage From Gradients

Best Deep Learning Optimizers ⭐ 140

Collection of the latest, greatest, deep learning optimizers (for Pytorch) - CNN, NLP suitable

See Rnn ⭐ 135

RNN and general weights, gradients, & activations visualization in Keras & TensorFlow

Msg Gan V1 ⭐ 130

MSG-GAN: Multi-Scale Gradients GAN (Architecture inspired from ProGAN but doesn't use layer-wise growing)

Guildsman ⭐ 125

TensorFlow library for Clojure

Federatedandroidtrainer ⭐ 117

See new version https://github.com/mccorby/PhotoLabeller

Ai Terminology Page ⭐ 109

The English-Chinese paired terminologies in Artificial Intelligence Domain

Deep Learning ⭐ 107

personal practice（个人练习，实现了深度学习中的一些算法，包括：四种初始化方法（zero initialize, random initialize, xavier initialize, he initialize），深度神经网络，正则化，dropout，三种梯度下降方法(BGD, SGD, mini-batch)，六种优化算法(momentum、nesterov momentum、Adagrad、Adadelta、RMSprop、Adam)，梯度检验、batch normalization）、RNN

Deep Gradient Compression ⭐ 106

[ICLR 2018] Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training

Distributeddeeplearningreads ⭐ 105

Papers and blogs related to distributed deep learning

scorch is a deep learning framework in Scala inspired by PyTorch

GRACE - GRAdient ComprEssion for distributed deep learning

Deep Learning Specialization Coursera ⭐ 92

Deep Learning Specialization courses by Andrew Ng, deeplearning.ai

Reinforcement_learning ⭐ 89

강화학습에 대한 기본적인 알고리즘 구현

Psgd_torch ⭐ 86

Pytorch implementation of preconditioned stochastic gradient descent (affine group preconditioner, low-rank approximation preconditioner and more)

Models and examples built with Chainer

Grad Cam ⭐ 77

🌈 📷 Gradient-weighted Class Activation Mapping (Grad-CAM) Demo

Fas Sgtd ⭐ 70

Deep Spatial Gradient and Temporal Depth Learning for Face Anti-spoofing

Exprgrad ⭐ 70

An experimental deep learning framework for Nim based on a differentiable array programming language

Neuroevolution ⭐ 67

Neuroevolution as a direct policy search deep reinforcement learning method, implemented using Keras and DEAP.

Gradient Cli ⭐ 62

The command line interface for Gradient - https://gradient.paperspace.com

Multi-Task Learning Framework on PyTorch. State-of-the-art methods are implemented to effectively train models on multiple tasks.

Entropy Sgd ⭐ 61

Lua implementation of Entropy-SGD

Pytorch Pcgrad ⭐ 53

Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"

Code for "Gradient Surgery for Multi-Task Learning"

Cluster Installer ⭐ 51

Install a Paperspace compute cluster anywhere

Neural Net Optimization ⭐ 49

PyTorch implementations of recent optimization algorithms for deep learning.

Memory Efficient Maml ⭐ 48

Memory efficient MAML using gradient checkpointing

Mixed Precision Pytorch ⭐ 46

Training with FP16 weights in PyTorch

Ai Projects ⭐ 45

AI项目（强化学习、深度学习、计算机视觉、推荐系统、自然语言处理、机器导航、医学影像处理）

Machine_learning_course ⭐ 44

Artificial intelligence/machine learning course at UCF in Spring 2020 (Fall 2019 and Spring 2019)

Convnetswift ⭐ 43

Swift port of ConvnetJS. [Work in progress]

Automatic Speech Recognition ⭐ 43

Automatic Speech Recognition using Tensorflow

Unitytensorflowkeras ⭐ 43

Unity In Editor Deep Learning Tools. Using KerasSharp, TensorflowSharp, Unity MLAgent. In-Editor training and no python needed.

Deep-Learning framework from scratch

Mathematics For Machine Learning And Data Science Specialization Coursera ⭐ 42

Mathematics for Machine Learning and Data Science Specialization - Coursera - deeplearning.ai - solutions and notes

Ml Dl Implementation ⭐ 41

An implementation of ML and DL algorithms from scratch in python using nothing but NumPy and Matplotlib.

Artificial Neural Networks With Jupyter ⭐ 41

Artificial Neural Networks - Gradient descent, BFGS, Regularization with Jupyter notebook

Improved Deep Leakage From Gradients ⭐ 41

The code for "Improved Deep Leakage from Gradients" (iDLG).

Code for "Picking Winning Tickets Before Training by Preserving Gradient Flow" https://openreview.net/pdf?id=SkgsACVKPH

Ram_modified ⭐ 38

"Recurrent Models of Visual Attention" in TensorFlow

Policy Gradient Methods ⭐ 35

Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC

Tensorflow implementation of preconditioned stochastic gradient descent

Convolutional Neural Network Compression Survey ⭐ 32

Invariant Risk Minimization ⭐ 32

Implementation of Invariant Risk Minimization https://arxiv.org/abs/1907.02893

Awesome Machine Learning Robotics ⭐ 32

A curated list of resources about Machine Learning for Robotics

Implementation of Stochastic Gradient MCMC algorithms

Conveiro ⭐ 30

Visualization of filters in convolutional neural networks

Keras_gradient_noise ⭐ 29

Add gradient noise to any Keras optimizer

Sinkhorn Policy Gradient.pytorch ⭐ 29

Code accompanying the paper "Learning Permutations with Sinkhorn Policy Gradient"

Variance_reduced_neural_networks ⭐ 29

Implementation of SVRG and SAGA optimization algorithms for deep learning topics.

Swift Tensor Extensions for Machine-learning

Adversarial Text ⭐ 27

Generate adversarial text via gradient methods

Icml17_relu ⭐ 27

En Jp Ml Lexicon ⭐ 26

This is a English-Japanese lexicon for Machine Learning and Deep Learning terminology.

NTK reading group

Tf2 Gradient Checkpointing ⭐ 25

Simple gradient checkpointing for eager mode execution

Advanced Gradient Obfuscating ⭐ 25

Take further steps in the arms race of adversarial examples with only preprocessing.

Deep_dream ⭐ 25

DeepDream psychodelic image generator.

Code accompanying the ICML-2018 paper "Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace"

Visualizing_momentum ⭐ 23

Visualizing Gradient Descent with Momentum in Python

Related Searches

Python Deep Learning (13,092)

Jupyter Notebook Deep Learning (10,328)

Deep Learning Neural Network (5,801)

Deep Learning Pytorch (4,652)

Deep Learning Tensorflow (4,441)

Deep Learning Convolutional Neural Networks (3,932)

Deep Learning Neural (3,734)

Deep Learning Computer Vision (3,365)

Deep Learning Artificial Intelligence (2,898)

Deep Learning Keras (2,519)

1-100 of 106 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.