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

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awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

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awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

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awesome-rl

Reinforcement learning resources curated

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awesome-rnn

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

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cnn_finetune

Fine-tune CNN in Keras

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courses

fast.ai Courses

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cs224n-winter17-notes

Course notes for CS224N Winter17

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deep-learning-models

Keras code and weights files for popular deep learning models.

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Deep-Learning-with-Keras

Code repository for Deep Learning with Keras published by Packt

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DeepLearningImplementations

Implementation of recent Deep Learning papers

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design-patterns-for-humans

Design Patterns for Humans™ - An ultra-simplified explanation

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didi-udacity-2017

competition entry for didi-udacity 2017 challenge for autonomous driving

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dsb3

A deep learning framwork for lung cancer prediction

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fpinscala

Code, exercises, answers, and hints to go along with the book "Functional Programming in Scala"

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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

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learning_to_rank

UCL COMPGI15 group assignment - Group 6 - 2016/2017

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LeNet-in-Tensorflow

Implementation of the LeNet-5 deep neural network model in Tensorflow

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Nested-Cross-Validation-with-XGBoost

Nested Cross Validation implementation with XGBoost

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prednet

Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"

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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.

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TensorFlow-Examples

TensorFlow Tutorial and Examples for beginners

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tensorflow_notes

Tensorflow notes

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tf-image-segmentation

Image Segmentation framework based on Tensorflow and TF-Slim library

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ultrasound-nerve-segmentation

Deep Learning Tutorial for Kaggle Ultrasound Nerve Segmentation competition, using Keras

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Xtreme-ML-Hack-2017

Codes related to Xtreme ML Hack 2017

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