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Data Science Ipython Notebooks ⭐ 25,668

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

Neural Enhance ⭐ 10,815

Super Resolution for images using deep learning.

Tutorials ⭐ 8,562

机器学习相关教程

Notes Python ⭐ 6,862

中文 Python 笔记

Deepo ⭐ 6,312

Setup and customize deep learning environment in seconds.

Awesome Rnn ⭐ 5,856

Recurrent Neural Network - A curated list of resources dedicated to RNN

Progressive_growing_of_gans ⭐ 5,717

Progressive Growing of GANs for Improved Quality, Stability, and Variation

Keras Rl ⭐ 5,348

Deep Reinforcement Learning for Keras.

Warp Ctc ⭐ 4,022

Fast parallel CTC.

Deeplearningtutorials ⭐ 3,931

Deep Learning Tutorial notes and code. See the wiki for more info.

Lasagne ⭐ 3,844

Lightweight library to build and train neural networks in Theano

Image Analogies ⭐ 3,500

Generate image analogies using neural matching and blending.

Deep Learning Keras Tensorflow ⭐ 2,863

Introduction to Deep Neural Networks with Keras and Tensorflow

Adversarial ⭐ 2,773

Code and hyperparameters for the paper "Generative Adversarial Networks"

Pylearn2 ⭐ 2,712

Warning: This project does not have any current developer. See bellow.

Convnet Benchmarks ⭐ 2,629

Easy benchmarking of all publicly accessible implementations of convnets

Keras Vis ⭐ 2,592

Neural network visualization toolkit for keras

Deepjazz ⭐ 2,583

Deep learning driven jazz generation using Keras & Theano!

Alphazero_gomoku ⭐ 2,427

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

Deepframeworks ⭐ 2,077

Evaluation of Deep Learning Frameworks

Keras Contrib ⭐ 1,585

Keras community contributions

Neural_collaborative_filtering ⭐ 1,515

Neural Collaborative Filtering

Practical_dl ⭐ 1,473

DL course co-developed by YSDA, HSE and Skoltech

Theano Tutorials ⭐ 1,221

Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.

Merlin ⭐ 1,189

This is now the official location of the Merlin project.

Repo 2017 ⭐ 1,146

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

Aesara ⭐ 1,122

Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.

Deep_q_rl ⭐ 1,030

Theano-based implementation of Deep Q-learning

Nolearn ⭐ 939

Combines the ease of use of scikit-learn with the power of Theano/Lasagne

Cnngesturerecognizer ⭐ 895

Gesture recognition via CNN. Implemented in Keras + Tensorflow/Theano + OpenCV

Rnn Tutorial Rnnlm ⭐ 874

Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.

Arctic Captions ⭐ 831

Bert Keras ⭐ 802

Keras implementation of BERT with pre-trained weights

Gru4rec ⭐ 717

GRU4Rec is the original Theano implementation of the algorithm in "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016 and its follow-up "Recurrent Neural Networks with Top-k Gains for Session-based Recommendations". The code is optimized for execution on the GPU.

RNN-based generative models for speech.

Deeplearningtutorial ⭐ 576

Deep learning tutorial in Chinese/深度学习教程中文版

Music Auto_tagging Keras ⭐ 554

Music auto-tagging models and trained weights in keras/theano

Keras.net ⭐ 544

Keras.NET is a high-level neural networks API for C# and F#, with Python Binding and capable of running on top of TensorFlow, CNTK, or Theano.

Tensorflow Value Iteration Networks ⭐ 544

TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper

Densenet Keras ⭐ 534

DenseNet Implementation in Keras with ImageNet Pretrained Models

Punctuator2 ⭐ 532

A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text

A lightweight C library for artificial neural networks

GPU-accelerated Deep Learning on Windows 10 native

Nmt Keras ⭐ 514

Neural Machine Translation with Keras

Keras Rcnn ⭐ 496

Keras package for region-based convolutional neural networks (RCNNs)

Relational Gcn ⭐ 484

Keras-based implementation of Relational Graph Convolutional Networks

Fc Densenet ⭐ 480

Fully Convolutional DenseNets for semantic segmentation.

Kaggle Galaxies ⭐ 474

Winning solution for the Galaxy Challenge on Kaggle (http://www.kaggle.com/c/galaxy-zoo-the-galaxy-cha

Ba Dls Deepspeech ⭐ 457

Deepalignmentnetwork ⭐ 452

A deep neural network for face alignment

Real Time Ml Project ⭐ 437

A curated list of applied machine learning and data science notebooks and libraries across different industries.

Rnn Tutorial Gru Lstm ⭐ 424

Language Model GRU with Python and Theano

Keras Text ⭐ 417

Text Classification Library in Keras

Tutorials ⭐ 415

Deep Ctr ⭐ 399

An attempt of training DNN models to predict ad click-through rate, implemented with Theano.

Deepconvsep ⭐ 397

Deep Convolutional Neural Networks for Musical Source Separation

Theano Rnn ⭐ 374

Demonstration of recurrent neural network implemented with Theano

Pynq Classification ⭐ 369

Python on Zynq FPGA for Convolutional Neural Networks

Sklearn Theano ⭐ 368

Scikit-learn compatible tools using theano

Deeplearningstars ⭐ 366

Top Deep Learning Projects based on their Stars!

3D/Volumetric Convolutional Neural Networks with Theano+Lasagne

Returnn ⭐ 347

The RWTH extensible training framework for universal recurrent neural networks

Reimplementation of DRAW

Neural Fingerprint ⭐ 335

Convolutional nets which can take molecular graphs of arbitrary size as input.

Dynamic Memory Networks In Theano ⭐ 332

Implementation of Dynamic memory networks by Kumar et al. http://arxiv.org/abs/1506.07285

Learning ⭐ 326

The data is the future of oil, digging the potential value of the data is very meaningful. This library records my road of machine learning study.

Recurrent & convolutional neural network modules

Seq2seq Keyphrase ⭐ 320

Examples In Python ⭐ 320

Efficient implementation of Generative Stochastic Networks

Golden Horse ⭐ 318

Named Entity Recognition for Chinese social media (Weibo). From EMNLP 2015 paper.

Prog_gans_pytorch_inference ⭐ 312

PyTorch inference for "Progressive Growing of GANs" with CelebA snapshot

Theano_lstm ⭐ 309

🔬 Nano size Theano LSTM module

Agentnet ⭐ 293

Deep Reinforcement Learning library for humans

Ntm Lasagne ⭐ 292

Neural Turing Machines library in Theano with Lasagne

Keras Fasterrcnn ⭐ 291

keras implementation of Faster R-CNN

KEras Reinforcement Learning gYM agents

Deep_srl ⭐ 275

Code and pre-trained model for: Deep Semantic Role Labeling: What Works and What's Next

Keras Resnet ⭐ 273

Keras package for deep residual networks

Personality Detection ⭐ 273

Implementation of a hierarchical CNN based model to detect Big Five personality traits

Theano Lights ⭐ 269

Deep learning research framework based on Theano

Twitter Sent Dnn ⭐ 263

Deep Neural Network for Sentiment Analysis on Twitter

Deepsurv ⭐ 262

DeepSurv is a deep learning approach to survival analysis.

Birdnet ⭐ 258

Soundscape analysis with BirdNET.

Encoder_decoder ⭐ 256

Four styles of encoder decoder model by Python, Theano, Keras and Seq2Seq

Nips2015_vrnn ⭐ 245

Dlpython_course ⭐ 237

Примеры для курса "Программирование глубоких нейронных сетей на Python"

Tree_rnn ⭐ 236

Theano implementation of Tree RNNs aka Recursive Neural Networks.

Winning entry to the Kaggle taxi competition

Theano_alexnet ⭐ 231

Theano-based Alexnet

Vqa_demo ⭐ 229

Visual Question Answering Demo on pretrained model

Arctic Capgen Vid ⭐ 228

automatic video description generation with GPU training

Captcha Breaking ⭐ 227

Awesome Pysci ⭐ 220

Samplernn Pytorch ⭐ 219

PyTorch implementation of SampleRNN: An Unconditional End-to-End Neural Audio Generation Model

Keras Gp ⭐ 219

Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.

Enhanced LTSM for natural language inference

Spoken Language Identification ⭐ 216

Spoken language identification with deep learning

Rnn_ctc ⭐ 216

Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.

Related Searches

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