Atul Acharya's repositories
CarND-Traffic-Sign-Classifier-Project
Traffic Signs Classification Using CNN (Conv Neural Networks) -- a 98.1% Solution -- for Self-Driving Cars. Uses a VGG-lite model for Image Classification.
CarND-LaneLines-P1
Lane Finding Project for Self-Driving Car ND
CarND-LeNet-Lab
Implement the LeNet deep neural network model with TensorFlow.
CarND-TensorFlow-Lab
TensorFlow Lab for Self-Driving Car ND
cs-video-courses
List of Computer Science courses with video lectures.
cs231n.github.io
Public facing notes page
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
deeplearning_examples
Some Deep Learning Projects - with Tensor Flow, Keras, etc
DeepLearningImplementations
Implementation of some deep learning models
fast-style-transfer
Fast Style Transfer in TensorFlow ⚡🖥🎨🖼
ios_guides
Comprehensive open-source iOS guides
music_genre_classification
Classifying Music Genre using Machine Learning
neural-painter
Paint artistic patterns using random neural network
neural-style-audio-tf
TensorFlow implementation for audio neural style.
pandas_exercises
Practice your pandas skills!
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
pytorch-examples
Simple examples to introduce PyTorch
sonarflow-ios
Sonarflow - Music Discovery App for iOS
swift-style-guide
The official Swift style guide for raywenderlich.com.
tensorflow
Computation using data flow graphs for scalable machine learning
tensorflow-mnist-tutorial
Sample code for "Tensorflow and deep learning, without a PhD" presentation and code lab.
TensorFlow-Tutorials
Simple tutorials using Google's TensorFlow Framework
TensorFlow-Tutorials-1
TensorFlow Tutorials with YouTube Videos
tensorflow-workshop
This repo contains materials for use in a TensorFlow workshop.
tidy-text-mining
Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson
traffic_sign_recognition
Traffic Signs Classification - using Machine Learning