bharigopan Goto Github PK

100-days-of-ml-code

100 Days of ML Coding

abap-cheat-sheets

Explore ABAP syntax in a nutshell supported by executable demo examples.

ai-simulated-annealing

Simulated annealing algorithm Implementation in a Jupyter notebook.

awesome-mental-models

Curated list of awesome mental models / heuristics / intuition pumps / atomic habits / tools for thought

bandit-example

Python library for Multi-Armed Bandits

calculus

Elementary Calculus very good - Japanese

challenges

PyBites Code Challenges

convex-optimization-intro

A notebook with simple definitions and terms involved in Convex optimization topic

convex-optimization-notebooks

Some of my solutions to problems posed in my graduate-level convex optimization class

correlationcoefficient

Manual and stats library Correlation coefficient

cvxpy

A Python-embedded modeling language for convex optimization problems.

data-science--cheat-sheet

Cheat Sheets

data-science-with-python

The Data Science with Python course provides a complete overview of Data Science analytics techniques using Python. A data scientist is one of the hottest fields today and Python is a crucial skill for many Data Science roles. Expand your Data Science knowledge with this Python certification course.

decision-makers

Criteria for decision-making in games against nature under uncertainty in form of Jupyter Notebook. Supports Wald's, Savage, Hurwicz, Hodges–Lehmann, Laplace, Maximum Expected Utility, Minimum Expected Regret criteria.

decisionanalysis

An implementation of Multi-Objective Decision Analysis algorithms

deep-reinforcement-learning-gym

Deep reinforcement learning model implementation in Tensorflow + OpenAI gym

deeplearningpython

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

drg-repo

Dhyan's Personal Respository

foronoi

An implementation of Fortune's algorithm for Voronoi diagrams in Python.

fourier-series

Fourier series summation and symbolic representation for algebraic functions

gradient-descent-visualisation

holt-winters

The repository provides an in-depth analysis and forecast of a time series dataset as an example and summarizes the mathematical concepts required to have a deeper understanding of Holt-Winter's model. It also contains the implementation and analysis to time series anomaly detection using brutlag algorithm.

inventory-optimization

Scripts inspired by book Inventory Optimization by Nicolas Vandeput.

jupyter-guide-to-linear-algebra

A Jupyter book intended as an introduction to linear algebra with Jupyter notebooks.

learn_math_fast

This is the Curriculum for "How to Learn Mathematics Fast" By Siraj Raval on Youtube

learning-notes

Notes on books I read, talks I watch, articles I study, and papers I love

lippy

A module for solving linear programming problems on Python.

machine-learning-articles-keras

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

machine-learning-is-all-you-need

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

machine-learning-path

Best courses from around the web to learn Artificial Intelligence