Vinay Varma's repositories
Machine-Learning-Interview-Questions
Here I'll collect questions and give succint answers to possible questions in a machine learning interview.
ML-all
Tackling any ML-problem
Docs
just a toy repo to test documentation.
Practice
Byte-sized practice sessions to improve software engineering skills
llm-infer
Benchmark and identify the best ways to speedup LLM inference.
vinay-varma
Thought on science and life.
100-days-of-DATA-SCIENCE
Do something dsciency everyday for 100 days.
NN-foundations
Implementations of the key ideas behind modern Deep-learning from scratch(python, numpy)
fastrl
A concise introduction to the key ideas in Reinforcement Learning.
scratchRl
Reinforcement learning from scratch.
Devops-practice
This is a python code spaces devops tutorial.
amanchadha
README
ML-wild
Synthesizing insights for building Real-world ML systems.
ML-review
Prep/practice for ML interviews/work.
Solar-forcast
Research Project
styles
Official repository for Citation Style Language (CSL) citation styles.
cs323
Resources/teaching material for the class CS323-Numerical Analysis and computing
A-look-into-Netflix-Challenge-Making-better-recommendations
Solves the netflix challenge with a beginner friendly documentation.Explores various techniques used in practiacal recommender sysetms.
nlp-paper-presentation
Material for the class presentation of the Paper - Making Transformers Solve Compositional Tasks.
bayesian-methods
Practices with bayesian analysis
uncertainty-estimates
A project to find out viable approaches of quantifying the uncertainty of the model predictions
hydra
Hydra is a framework for elegantly configuring complex applications
Python-MLOps-Cookbook
This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.