- pytorch
- 2D and 3D Face alignment library build using pytorch
- Adversarial Autoencoders
- A implementation of WaveNet with fast generation
- A fast and differentiable QP solver for PyTorch.
- A few tutorials on getting started with PyTorch and TorchText for sentiment analysis.
- A method to generate speech across multiple speakers
- A model for style-specific music generation ⭐
- A natural language processing toolkit using state-of-the-art deep learning models. ⭐
- An implementation of Skip-Thought Vectors in PyTorch
- Anuvada: Interpretable Models for NLP using PyTorch
- An open-source NLP research library, built on PyTorch
- A PyTorch Implementation for Triplet Networks
- A pytorch implementation of Detectron.
- A PyTorch implementation of MobileNetV2
- A PyTorch implementation of Paragraph Vectors (doc2vec)
- A PyTorch Implementation of Single Shot MultiBox Detector.
- A PyTorch implementation of the architecture of Mask RCNN
- A simplified implemention of Faster R-CNN with competitive performance
- A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing
- A short tutorial on performing fine tuning or transfer learning in PyTorch.
- A universal and efficient framework for training well-performing light net
- A utility library around PyTorch
- Comprehensive Data Augmentation and Sampling for Pytorch
- CNNs for Sentence Classification in PyTorch
- Convolutional recurrent network in pytorch
- Datasets, Transforms and Models specific to Computer Vision ⭐
- Deep AutoEncoders for Collaborative Filtering
- Deep recommender models using PyTorch. ⭐
- Deep Reinforcement Learning with pytorch & visdom
- Deep Q-Learning Network in pytorch
- Draw like Bob Ross using the power of Neural Networks
- Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
- Fast Neural Style for Image Style Transform by Pytorch
- Faster RCNN with PyTorch
- Fine-tune pretrained Convolutional Neural Networks with PyTorch
- Highway networks implemented in PyTorch.
- Image Classification Project Killer in PyTorch
- Image-to-image translation in PyTorch ⭐
- Implementation of various methods for dimensionality reduction and spectral clustering implemented with Pytorch
- Implementations of different VAE-based semi-supervised and generative models in PyTorch
- InferSent is a sentence embeddings method that provides semantic sentence representations.
- LeafSnap replicated using deep neural networks to test accuracy compared to traditional computer vision methods.
- Lightweight implementation of neural style in Pytorch with SqueezeNet
- Minimal PyTorch implementation of YOLOv3
- Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch
- OpenNMT: Open-Source Neural Machine Translation in PyTorch ⭐
- Open source person re-identification library in python ⭐
- Probabilistic Programming and Statistical Inference in PyTorch
- PyTorch ASR Implementation
- PyTorch Extension Library of Optimised Graph Cluster Algorithms
- PyTorch Implementation of Autoencoding Variational Inference for Topic Models
- PyTorch implementation of convolutional networks-based text-to-speech synthesis models
- PyTorch Implementation of CycleGAN and SGAN for Domain Transfer
- PyTorch implementations of Generative Adversarial Networks.
- PyTorch implementation of Fully Convolutional Networks
- Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing
- Pytorch Implementation of Perceptual Losses for Real-Time Style Transfer and Super-Resolution
- Pytorch Implementation of PixelCNN++
- Pytorch implement of Person re-identification baseline.
- pytorch implementation of grammar variational autoencoder
- PyTorch implementation of Global Vectors for Word Representation
- PyTorch implementation of the Value Iteration Networks
- PyTorch Marvelous ChatBot ⭐
- PyTorch module to use OpenFace's nn4.small2.v1.t7 model
- Pytorch Negative Sampling Loss
- PyTorch Neural Turing Machine (NTM)
- Pytorch Poetry Generation
- Pytorch structural similarity (SSIM) loss
- Pytorch yolo3
- Quickly comparing your image classification models with the state-of-the-art models
- Semantic Image Segmentation in Pytorch
- Semantic Segmentation Architectures Implemented in PyTorch
- Sequence-to-Sequence learning using PyTorch
- Sequence to Sequence Models with PyTorch
- SSD: Single Shot MultiBox Object Detector, in PyTorch
- t-SNE experiments in pytorch
- Visualization of CNN in PyTorch
- Visual Question Answering in Pytorch
- Weight normalization
- YOLOv2 in PyTorch
- 使用PyTorch实现Char RNN生成古诗和周杰伦的歌词
- theano
- tensorflow
- A chatbot implemented in TensorFlow based on the seq2seq model, with certain rules integrated. ⭐
- A framework for developing and evaluating reinforcement learning algorithms
- A general-purpose encoder-decoder framework for Tensorflow that can be used for Machine Translation, Text Summarization, Conversational Modeling, Image Captioning, and more.
- A generic image detection program that uses tensorflow and a pre-trained Inception.
- All kinds of text classificaiton models and more with deep learning ⭐
- Applying transfer learning to a custom dataset by retraining Inception's final layer
- An easy implement of VGG19 with tensorflow, which has a detailed explanation.
- An experimentation system for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras. ⭐
- An implementation of Pix2Pix in Tensorflow for use with frames from films
- An implementation of skip-thought vectors in Tensorflow
- An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
- A Practical Guide for Debugging TensorFlow Codes
- A real-time object recognition application using Google's TensorFlow Object Detection API and OpenCV.
- A set of Deep Reinforcement Learning Agents implemented in Tensorflow. ⭐
- A simple baseline for 3d human pose estimation in tensorflow.
- Aspect Based Sentiment Analysis using End-to-End Memory Networks
- A tensorflow implementation for SqueezeDet, a convolutional neural network for object detection.
- A Tensorflow implementation of CNN-LSTM image caption generator architecture
- A TensorFlow Implementation of DC-TTS: yet another text-to-speech model
- A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks" ⭐
- A TensorFlow implementation of Baidu's DeepSpeech architecture ⭐
- A tiny implementation of Deep Q Learning, using TensorFlow and OpenAI gym
- Char-RNN implemented using TensorFlow.
- Chinese Handwriting Recognition with CNNs
- Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT
- Collection of generative models in Tensorflow
- Convolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow
- Deep-Atrous-CNN-Text-Network: End-to-end word level model for sentiment analysis and other text classifications
- DeepColor: Automatic coloring and shading of manga-style lineart
- Deep Learning based Python Library for Stock Market Prediction and Modelling
- Deep LSTM siamese network for text similarity
- Deep neural networks for voice conversion (voice style transfer) in Tensorflow
- Deepnlp:Deep Learning NLP Pipeline implemented on Tensorflow
- Dynamic Memory Network implementation in TensorFlow
- EAST : An Efficient and Accurate Scene Text Detector ⭐
- Embedding Watermarks into Deep Neural Networks
- End-to-end Neural Coreference Resolution
- End to End self learning chat Bot implemented using TensorFlow
- Face Rank - Rank Face by CNN Model based on TensorFlow
- Fast Multi(Interpolative) Style Transfer
- Fast PixelCNN++: speedy image generation
- Feature Importance in the Inception (v1) Network
- Fully Convlutional Neural Networks for state-of-the-art time series classification
- Fully differentiable deep-neural decision forest in tensorflow
- GA3C: Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU
- Generic U-Net Tensorflow implementation for image segmentation
- Implement SC-LSTM model for text generation in control of words, in Python/TensorFlow
- Implementation of Generative Adversarial Networks, for Audio.
- Implementation of Google's Tacotron in TensorFlow
- Implementations of deep RL papers and random experimentation ⭐
- Implementation of Monte Carlo Word Movers Distance in Python with TensorFlow
- Implementation of Restricted Boltzmann Machine (RBM) and its variants in Tensorflow
- Implementation of SmoothGrad as well as several other saliency techniques
- Implementation of the Differentiable Neural Computer in Tensorflow
- Interactive, node-by-node debugging and visualization for TensorFlow ⭐
- LSTM Language Model with Subword Units Input Representations
- Machine Learning on Sequential Data Using a Recurrent Weighted Average
- Matrix factorization using TensorFlow
- Metasploit for machine learning.
- Multilabel time series classification with LSTM
- Named Entity Recognition using multilayered bidirectional LSTM
- Named Entity Recognition using Recurrent Neural Networks in Tensorflow and TFLearn
- NeuroNER: Named-entity recognition using neural networks.
- Neural Relation Extraction implemented with LSTM in TensorFlow
- Object Tracking in Tensorflow ( Localization Detection Classification ) developed to partecipate to ImageNET VID competition ⭐
- OCR text recognition using tensorflow with attention ⭐
- Open Source Neural Machine Translation in TensorFlow ⭐
- Photographic Image Synthesis with Cascaded Refinement Networks
- PixelVAE with or without regularization
- PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation ⭐
- Realistic Handwriting with Tensorflow
- Real-time Joint Semantic Reasoning for Autonomous Driving
- RL course experiments
- Raccoon Detector Dataset
- Self-Driving Car Engineer Nanodegree
- Semantic Segmentation Suite in TensorFlow
- Sentiment Analysis with LSTMs in Tensorflow
- Separating singing voice from music based on deep neural net in Tensorflow
- Seq2Seq Chatbot
- Sequence prediction using recurrent neural networks(LSTM) with TensorFlow
- Sequence Semantic Embedding
- Sequence-to-Sequence Grapheme-to-Phoneme toolkit
- Simple embedding based text classifier inspired by fastText, implemented in tensorflow
- Simple Recommender System using Denoising AutoEncoder, implemented using TensorFlow
- Somiao Pinyin: Train your own Chinese Input Method with Seq2seq Model
- Source code and pretrained model for webcam pix2pix
- Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow
- SSD in TensorFlow: Traffic Sign Detection and Classification
- SSD: Single Shot MultiBox Detector in TensorFlow ⭐
- Teach machine to write all we want ⭐
- Tensorflow-based Distributed Factorization Machine ⭐
- TensorFlow CNN for fast style transfer ⭐
- Tensorflow implementation of Facebook TagSpace
- Tensorflow implementation of attention mechanism for text classification tasks.
- Tensorflow Implementation of Convolutional Neural Network for Relation Extraction
- Tensorflow implementation of DeepFM for CTR prediction.
- Tensorflow implementation of Dynamic Coattention Networks for Question Answering.
- Tensorflow implementation of fast neural style transfer
- Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation
- TensorFlow implementation of SqueezeDet, trained on the KITTI dataset
- Tensorflow implementation of YOLO : Real-Time Object Detection
- Tensorflow for Time Series Applications
- TensorFlow on iOS demo
- TensorFlow on Spark
- Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets ⭐
- Tensorflow Tutorial files and Implementations of various Deep NLP and CV Models
- TensorForce: A TensorFlow library for applied reinforcement learning
- Training and running an extractive question answering model on the SQuAD dataset ⭐
- Tutorials for deep learning
- 使用TensorFlow实现的Sequence to Sequence的聊天机器人模型
- Udacity SDC: Vehicle Detection ⭐
- Using neural networks to build an automatic number plate recognition system ⭐
- Various models and code for the paraphrase identification task, specifically with the Quora Question Pairs dataset.
- 基于LSTM的中文问答系统
- 中文古诗自动作诗机器人
- Keras
- A DCGAN to generate anime faces using custom mined dataset
- A facial expression classification system that recognizes 6 basic emotions: happy, sad, surprise, fear, anger and neutral.
- A neural network trained to help writing neural network code using autocomplete
- Attention mechanism Implementation for Keras.
- Automated deep neural network design with genetic programming ⭐
- Bidirectional LSTM-CRF for Sequence Labeling. Easy-to-use and state-of-the-art performance.
- Code for Document Similarity on Reuters dataset using Encode, Embed, Attend, Predict recipe
- Deep Voice: Real-time Neural Text-to-Speech
- Embedding Watermarks into Deep Neural Networks
- Experimental implementation of novel neural network structures
- Five video classification methods
- Inception-v4, Inception - Resnet-v1 and v2 Architectures in Keras
- Implementation of all-neural speech recognition systems using Keras and Tensorflow
- Implementation of some basic GAN architectures in Keras
- Isolating vocals from music with a Convolutional Neural Network.
- Keras Audio Preprocessors ⭐
- Keras code and weights files for popular deep learning models.
- keras-emoji-embeddings
- Keras implementation of a CNN network for age and gender estimation
- Keras implementation of Deep Clustering
- Keras implementation of Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
- Keras implementations of Generative Adversarial Networks.
- Keras implementation of yolo v3 object detection.
- Keras package for region-based convolutional neural networks
- Python toolbox to create adversarial examples that fool neural networks
- Realtime Multi-Person Pose Estimation
- Sis: simple image search engine
- Trained image classification models for Keras ⭐
- Traffic Sign Recognition - Fine tuning VGG16 + GTSRB
- Transfer learning for flight-delay prediction via variational autoencoders in Keras
- Using Keras to implement recommender systems ⭐
- Wasserstein DCGAN in Tensorflow/Keras
- W-net: Self-Supervised Learning of Depthmap from Stereo Images.
- Mxnet