ashwinpn Goto Github PK

imgtrain

inference

Transformers enabled inference

keras

Deep Learning for humans

kubernetes-ml-ops

An introduction to machine learning model deployment operations (MLOps) using Python, Docker, Kubernetes and Seldon-Core.

ml-learnings

Concepts, Research Papers, Implementations - The works.

mnist_inference

movie-recommendation-engines

Writing recommendation systems for movies, and performing data analysis on movie datasets to gain valuable insights.

na

Natural Language Processing with Python 3 and NLTK 3 series

neural_collaborative_filtering

Neural Collaborative Filtering

notes-on-terraform

Learnings, Experiments and Readings on Terraform.

os-web-technologies-learnings

OS + Web Technologies

packagedev

Tools to ease the creation of snippets, syntax definitions, etc. for Sublime Text.

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pandas-primer

A primer on Pandas

proj1

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

python

All Algorithms implemented in Python

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

pytorch_inference

qiskit

Qiskit is an open-source framework for working with noisy quantum computers at the level of pulses, circuits, and algorithms.

qiskit-ibmq-provider

Qiskit Provider for accessing the quantum devices and simulators at IBMQ

readings

List of books which I have read, planning to read, or reading again.

reinforcement-learning

Research and implementations of Deep Learning / Reinforcement Learning agents and their implementations / applications

renegade-way

Option Trading Application

reprozip

robo-advisor-and-systematic-trading

Basis, execution, and evaluation of execution strategies used in financial markets, and exploring the use of AI in driving decision making.

scikit-learn

scikit-learn: machine learning in Python

spot-challenge-wildfires

http://ibm.biz/cfcsc-wildfires - predict the wildfire area for 7 regions in Australia for each day in February 2021

submission_docker

submission_vagrant

text-classification

Text classification using various methods.