Anurag's repositories
CarND-Student-Blogs
List of interesting blog posts related to Udacity's Self-Driving Car Nanodegree
awesome-deeplearning-resources
Deep Learning and deep reinforcement learning research papers and some codes
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
awesome-rl
Reinforcement learning resources curated
awesome-rnn
Recurrent Neural Network - A curated list of resources dedicated to RNN
cnn_finetune
Fine-tune CNN in Keras
courses
fast.ai Courses
cs224n-winter17-notes
Course notes for CS224N Winter17
deep-learning-models
Keras code and weights files for popular deep learning models.
Deep-Learning-with-Keras
Code repository for Deep Learning with Keras published by Packt
DeepLearningImplementations
Implementation of recent Deep Learning papers
design-patterns-for-humans
Design Patterns for Humans™ - An ultra-simplified explanation
didi-udacity-2017
competition entry for didi-udacity 2017 challenge for autonomous driving
Image_Classification_with_5_methods
Compared performance of KNN, SVM, BPNN, CNN, Transfer Learning (retrain on Inception v3) on image classification problem. CNN is implemented with TensorFlow
learning_to_rank
UCL COMPGI15 group assignment - Group 6 - 2016/2017
LeNet-in-Tensorflow
Implementation of the LeNet-5 deep neural network model in Tensorflow
Nested-Cross-Validation-with-XGBoost
Nested Cross Validation implementation with XGBoost
Python-and-Algorithms-and-Data-Structures
A comprehensive study of Algorithms & Data Structure in Python, including an "ebook" that I wrote. Several exercises and examples.
TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners
tensorflow_notes
Tensorflow notes
tf-image-segmentation
Image Segmentation framework based on Tensorflow and TF-Slim library
ultrasound-nerve-segmentation
Deep Learning Tutorial for Kaggle Ultrasound Nerve Segmentation competition, using Keras
Xtreme-ML-Hack-2017
Codes related to Xtreme ML Hack 2017