SOURAV MONDAL's repositories
AdvancedOptML
CS 7301: Spring 2021 Course on Advanced Topics in Optimization in Machine Learning
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
awesome-rl
Reinforcement learning resources curated
Bike_sharing
Bike sharing demand prediction project EE 769 Introduction to machine learning
d2l-en
An interactive deep learning book with code, math, and discussions, based on the NumPy interface.
Data-Science--Cheat-Sheet
Cheat Sheets
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
flappy
An open source dynamic simulation for flapping wing robots and animals
Harvestify
A machine learning based website which recommends the best crop to grow, fertilizers to use and the diseases caught by your crops.
home
This is the master site for navigating the Union Fashion world on GitHub.
House_sold_classification
EE769 Indroduction to machine learning assignment
IE_507_Modelling_lab
IEOR Modelling and computational lab codes
ILS-SP-CVRP
A matheuristic approach for the Capacitated Vehicle Routing Problem
Inverse-Reinforcement-Learning
Implementations of selected inverse reinforcement learning algorithms.
Mathematics-for-ML
🧮 A collection of resources to learn mathematics for machine learning
numeric-rust-python-tutorial
A tutorial session for writing numerical extensions for Python in Rust
PESP
PESP is a Periodic Timetable combinatorial optimization problem. This project considers PESP of different sizes with Branch and Bound and Genetic algorithm.
poetry
Python dependency management and packaging made easy.
Python
All Algorithms implemented in Python
Railways-block-length-calculator
Code to calculate what should be the optimal block length between two stations so that throughput of the system is maximized
rasa
💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
runtime_railway
Runtime estimation for railway timetabling
SnakeAI
Train a Neural Network to play Snake using a Genetic Algorithm
StudyBook
Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)