Vinay Varma's Projects
Do something dsciency everyday for 100 days.
Solves the netflix challenge with a beginner friendly documentation.Explores various techniques used in practiacal recommender sysetms.
A bare-bones TensorFlow framework for Bayesian deep learning and Gaussian process approximation
https://arxiv.org/abs/1711.05101
An open-source NLP research library, built on PyTorch.
README
Codes related to activities on AV including articles, hackathons and discussions.
A python machine learning library for structured data.
The art of effective visualization of multi-dimensional data
A curated list of awesome Deep Learning tutorials, projects and communities.
The most cited deep learning papers
A curated list to learn about distributed systems
Practices with bayesian analysis
A Python implementation of global optimization with gaussian processes.
Youtube tutorial associated content
Python example code for "Bitcoins the hard way: Using the raw Bitcoin protocol"
A tool that translates augmented markdown into HTML or latex
A collection of notebooks with crazy ensembling of boosting trees.They work like magic.
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
This is building a container from scratch
A technical report on convolution arithmetic in the context of deep learning
fast.ai Courses
Resources/teaching material for the class CS323-Numerical Analysis and computing
Observations from Ian on successfully delivering data science products
These are some of the minor projects i'am using for deep learning experiments.These would include the stuff i'am currently learning and some of the tricks and hacks i have picked along the way...
Workshop with Kyle Simpson
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent