Ashish Karel's repositories
ENet
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation
courses
fast.ai Courses
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
GetCards
Notebook to download machine learning flashcards
traffic-signs
Using CNN to detect inner representation of 43 different Traffic Signs which is provided in GTRSB dataset
keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.
Keras-FlappyBird
Using Keras and Deep Q-Network to Play FlappyBird
fast-ai
Practical Deep Learning for Coders (fast.ai courses)
cs231n.github.io
Public facing notes page
The-Cab-Service
help company to predict the trip fare amount
practical-pytorch
PyTorch tutorials using neural networks (especially RNNs) for natural language processing
neuraltalk2.pytorch
image captioning model in pytorch(finetunable cnn in branch "with_finetune")
My-TensorFlow-tutorials
This repo contains all of my TensorFlow tutorials
Autopilot-TensorFlow
A TensorFlow implementation of this Nvidia paper: https://arxiv.org/pdf/1604.07316.pdf with some changes
awesome-deep-vision
A curated list of deep learning resources for computer vision
yolo2-pytorch
YOLOv2 in PyTorch
word2vec-visualization
Word vectors visualization in Tree Form
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
chatbot-retrieval
Dual LSTM Encoder for Dialog Response Generation
deep-learning-models
Keras code and weights files for popular deep learning models.
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
cifar10Dataset
Creat your own dataset with the similar format with CIFAR10 in python version.
img_classification_pk_pytorch
Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)
awesome-deep-learning-papers
The most cited deep learning papers
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
Caption-Generator
RNN and Markov Chain-based Image Caption Generator
TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners
neon
Intel® Nervana™ reference deep learning framework committed to best performance on all hardware
course-Neural-Networks-for-Machine-Learning
Neural Networks for Machine Learning (University of Toronto)