Pinned Repositories
120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
albumentations
fast image augmentation library and easy to use wrapper around other libraries
AnatomyOfMatplotlib
Anatomy of Matplotlib -- tutorial developed for the SciPy conference
annoy
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
Apollo-11
Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.
augmented-neural-odes
Pytorch implementation of Augmented Neural ODEs :sunflower:
awd-lstm-lm
LSTM and QRNN Language Model Toolkit for PyTorch
shankar0206's Repositories
shankar0206/AnatomyOfMatplotlib
Anatomy of Matplotlib -- tutorial developed for the SciPy conference
shankar0206/Apollo-11
Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.
shankar0206/augmented-neural-odes
Pytorch implementation of Augmented Neural ODEs :sunflower:
shankar0206/bayesian-model-evaluation
Presented at Scipy Conference 2019
shankar0206/challenges
shankar0206/d2l-pytorch
This is an attempt to modify Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook's code into PyTorch.
shankar0206/deeplearning-models
A collection of various deep learning architectures, models, and tips
shankar0206/fastai_deep_learning_course_part2_v3
My projects for fast.ai's Deep Learning from the Foundations course
shankar0206/featexp
Feature exploration for supervised learning
shankar0206/free-spoken-digit-dataset
A free audio dataset of spoken digits. Think MNIST for audio.
shankar0206/from_zero_to_DSP
shankar0206/Grokking-Deep-Learning
this repository accompanies my forthcoming book "Grokking Deep Learning"
shankar0206/invertible-resnet
Official Code for Invertible Residual Networks
shankar0206/LiteratureDL4Graph
shankar0206/mnist_by_zip
Compression algorithms (like the well-known zip file compression) can be used for machine learning purposes, specifically for classifying hand-written digits (MNIST)
shankar0206/monodepth2
Monocular depth estimation from a single image
shankar0206/multimodal-ml-reading-list
Reading list for research topics in multimodal machine learning
shankar0206/naacl_transfer_learning_tutorial
Repository of code for the NAACL tutorial on Transfer Learning in NLP
shankar0206/natural-adv-examples
A Harder ImageNet Test Set
shankar0206/Papers-Literature-ML-DL-RL-AI
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
shankar0206/PyTorch-101-Tutorial-Series
PyTorch 101 series covering everything from the basic building blocks all the way to building custom architectures.
shankar0206/pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
shankar0206/Scene-Segmentation
Code for eluvio scene segmentation
shankar0206/SimpleSelfAttention
shankar0206/sort
Simple, online, and realtime tracking of multiple objects in a video sequence.
shankar0206/splitnet
Code for SplitNet paper
shankar0206/stanford-cs-221-artificial-intelligence
VIP cheatsheets for Stanford's CS 221 Artificial Intelligence
shankar0206/stat479-machine-learning-fs19
Course material for STAT 479: Machine Learning (FS 2019) taught by Sebastian Raschka at University Wisconsin-Madison
shankar0206/tpu
Reference models and tools for Cloud TPUs.
shankar0206/xlnet
XLNet: Generalized Autoregressive Pretraining for Language Understanding