Rahul Vijay Raghatate's repositories
Housing-Sale-Price-Prediction
"Buying a house is a stressful thing." We built a model to predict the prices of residential homes in Ames, Iowa, using advanced regression techniques. This model will provide buyers with a rough estimate of what the houses are actually worth. We first analyzed the data to find trends. Then dimensionality reduction was performed on the dataset using PCA algorithm and feature selection module in sklearn package for python 3.5. The final house prices are predicted using linear regression models like Ridge and Lasso. We also utilised advanced regression techniques like gradient boosting using XGBoost library in python 3.5.
Lending-Club-Loan-Data-Analysis
Exploratory Data Analysis carried out as part of academic project for STAT-S670 (EDA) course. Project includes data engineering, feature selection using carat package, Random Forest, Correlation test, etc. , default rate analysis and interest rate automation modeling using linear regression and many more.
jobtitle_to_function_mapping_challenge
Job_Portal/HR analytics based on job_titles for exploring major Job Functions, Categories, Levels and utilize the results to improvise job portal granularity and outreach.
AIPND
Code and associated files for the AI Programming with Python Nanodegree Program
Awesome-Interaction-aware-Trajectory-Prediction
A selection of state-of-the-art research materials on trajectory prediction
code-challenge
Coding challenge
cule
CuLE: A CUDA port of the Atari Learning Environment (ALE)
data-science-blogs
A curated list of data science blogs
Deep-Learning
Course: Deep Learning
DeepRL-Agents
A set of Deep Reinforcement Learning Agents implemented in Tensorflow.
DeepSpeech
A TensorFlow implementation of Baidu's DeepSpeech architecture
MachineLearningRoguelike
A small Roguelike game that uses Machine Learning to power its entities. Originally used in talks by Ciro & Alessia.
ML-Simplest-Scenario
The simplest Unity ML Agents scenario I could think of
modular_rl
Implementation of TRPO and related algorithms
monthly-challenges
Repository containing monthly challenges in the field of quantum computing.
PPOL
PPOL is a crowd simulator based on Unity's ML Agents and using PPO Reinforcement Learning Algorithm
practical-machine-learning-with-python
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
rahulraghatate.github.io
Build a beautiful and simple website in literally minutes. Demo at http://deanattali.com/beautiful-jekyll
scikit-learn-videos
Jupyter notebooks from the scikit-learn video series
speech_processing
Research work in speech separation and speaker identification
stackoverflow
Findings from Stackoverflow 2017
Technical-Reports-Case-Studies
Consists of technical review reports for technologies and case studies.
TelloForUnity
Ryze Tech/DJI Tello application development resources for Unity
UnityControllerForTello
A Unity Controller for the DJI/Ryze Tello