shang-vikas Goto Github PK

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-deep-learning-papers

The most cited deep learning papers

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

blogspace

space to write blogs using notebooks,code,word,md etc

computational.algebra.fastai

Notes and codes from computational linear algebra from fast.ai

courses

fast.ai Courses

data-structures-in-python

Learning the packaging, automatic testing using this repo

decos

Utility decorators that will help to reduce the lines of try-catch one writes in everyday usage,making the code more concise as well as helping in returning the expected output in case of errors too.

deep-learning-models

Keras code and weights files for popular deep learning models.

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

do-sentimental-analysis

fastai

The fastai deep learning library, plus lessons and tutorials

fastai-part2-nbs

fastai part2 - Concepts from scratch

fastai-v3stuff

stuff for fastai-v3

few-shot-learning-papers

Papers related to few shot learning

gotta_explain_it

blog posts

keras-squeezenet

SqueezeNet implementation with Keras Framework

machine_coding

machind coding questions and answers

ml-algos-in-python

Implementation of Machine Learning Algorithms in python

ml-papers

Papers that i found interesting added to list to be read in free time

mlprojects

All ML related projects

pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

planet--fastai

Model on Planet competition with and without fastai library

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 ;)

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource

pytorch-beginner

pytorch tutorial for beginners

quickdro

Kaggle quickdraw

seq2seq3attention

ses2seq with attention(Multi-head) in pytorch