Soumen Pramanik's repositories
interactive-coding-challenges
Huge update! Interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
3D-FCR-alphaGAN
Fully Convolutional Auto Encoding Generative Adversarial Networks for 3D Multi Object Scene
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
caffe2
Caffe2 is a lightweight, modular, and scalable deep learning framework.
cnn-benchmarks
Benchmarks for popular CNN models
deep-retina
deep-retina is a project to build a convolutional neural network that can predict retinal ganglion cell responses to natural stimuli with high accuracy.
EffectiveTensorflow
TensorFlow tutorials and best practices.
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
golem
Golem is creating a global market for computing power.
labelImg
:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images
magenta
Magenta: Music and Art Generation with Machine Intelligence
opencv_contrib
Repository for OpenCV's extra modules
ParlAI
A framework for training and evaluating AI models on a variety of openly available dialog datasets.
post--momentum
Why Momentum Really Works
pytorch-seq2seq
pytorch-seq2seq is a framework for sequence-to-sequence (seq2seq) models in PyTorch.
revnet-public
Code for "The Reversible Residual Network: Backpropagation Without Storing Activations"
scikit-learn
scikit-learn: machine learning in Python
sent2vec
General purpose unsupervised sentence representations
shogun
The Shogun Machine Learning Toolbox (Source Code)
sonnet
TensorFlow-based neural network library
stanford-tensorflow-tutorials
This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.
stn-ocr
Code for the paper STN-OCR: A single Neural Network for Text Detection and Text Recognition
SynthText
Code for generating synthetic text images as described in "Synthetic Data for Text Localisation in Natural Images", Ankush Gupta, Andrea Vedaldi, Andrew Zisserman, CVPR 2016.
tensor2tensor
A library for generalized sequence to sequence models
tensorflow-generative-model-collections
Collection of generative models in Tensorflow
tensorflow-snippets
Visual Studio Code TensorFlow snippets
tesseract
Tesseract Open Source OCR Engine (main repository)