rajatalpha Goto Github PK

atcc_app

This is the full repo of the Automatic Traffic Controller PyQt5 App

av-janatahack-hr-analytics

cats-dogs_heroku

This is the github folder for the end to end deployment of a basic Dogs and Cats Classifier. This was the very first deployment version. More customization will be appended.

combinatorics

TCS Codevita

corporate-resume

This is a corporate resume template

datasets

This contains all the datasets required for Assignment Solving......

deansdilemma

This repository contains the code for Dean's Dilemma's data , we can work more on this Dataset

decision-trees-with-intuition-of-gridsearch-randomsearchcv

This repository gives explanation as to how to tune a simple decision tree, how did we prune it using the Hyper parameters, secondly we studied the difference between GridsearchCV and Randomsearchcv

easyocr_practise

This repo contains all the python wrappers for OCR, one such wrapper is Easy OCR. Please find the Linksof Github work attached.

hummingbird-demo

A small demo which shows how Microsoft's Hummingbird can scale ML Model Inferences using GPU's

janatahack-machinelearning_iot

This repo contains the final code of Janata Hackathon for Machine Learning IOT problem.

janatahack-mobility-analytics

JanataHack Mobility analytics

janatahack_ml_banking

This repo gives full solution forthe AV JanataHack Machine Learning Hackathon

java_programs

This is a repository for Java Programs.

jigsawassignments

This Repository contains different assignments from Jigsaw Academy

kpmg_virtual_internship

This Repo consists of all the codes and docs files necessary for completing all the tasks in hand for the Virtual Internship

langchain_projects

This is the Repo where I have hosted 4 projects based on open Source Hugging Face models with a streamlit UI. You can find individual requirements file for each of these projects.

machinehack-glass_quality_prediction

This repo contains th code for Glass Quality prediction hackathon which was submitted to MachineHack

machinehack_ecommerce_price_prediction

This repository consists of a base model in Xgboost and Catboost using Autoviml and the final model with Feature Engineering

machinehack_energyopprediction

This repo gives the complete code solution on the Machine Hack Energy output predictions. I have got an RMSE of 3.03 on the final model while the Winner of this hackathon got only 3.22, so good work on this.

machinehack_financial_risk_prediction

This Repo consists of all the dataset and final solution for the Financial Risk prediction Problem.

machinehack_forestcovertypeprediction

This repo gives the full approach and code for Machinehack Forest Cover type Classification. Here LGBM model gave a final log loss score of 0.33, Which I would like to improve to around 0.1. I also added weights to the predictions and 5 fold cross validation. I used Bayesian Optimization to get optimized parameters.

machinehack_melanomacancerpredictions

This repo gives complete code for the Melanoma tumor size predictions. I could get a MAE of 2.78

machinehack_videogamessalesprediction_10

This repo consists the data and code for the Machine hack hackathon regarding the sales of Video Games. The evaluation metric is "RMSE"

madewithml

Learn how to responsibly deliver value with ML.

mfdm_hackathon_code

This is the code using XGboost which was submitted in the hackathon

mlassignments

This Repository contains all the assignments of Andrew Ng course completed in MATLAB.

myfirstrprogram

This is the code cotaining all the r codes inside the books workly perfectly.

opencv

Open Source Computer Vision Library

problem-3-orders

Problem-3 0f Dataplooza