Rohith Teja M's repositories
Twitter-Sentiment-Analysis-and-Tweet-Extraction
Tweet sentiment analysis using various deep learning algorithms ranging from MLP, CNN, RNN to Transformers
rohithteja.github.io
Portfolio
automate-ml-workflow
Code relating to the article How To Automate and Simplify Your Machine Learning Experiment Workflow
Kernel-Methods
Kernel Versions of various machine learning algorithms
the-crypto-dashboard
Cryptocurrency dashboard with top 25 tokens
bitcoin-forecast-realtime
Bitcoin Forecast
mlflow-twitter-social-spam
MLflow pipeline of twitter spam detection problem
Multi-Arm-Bandit
Multi Arm Bandit problem using Epsilon Greedy, UCB and Thomson sampling methods
Optimization-with-CVXPY
Optimization using CVXPY python library
pytorch-geometric
GCN, GAT implementation using pytorch geometric on the cora dataset
Reinforcement-Learning
Reinforcement Learning with policy and value iteration algorithms and also deep Q learning
Social-Network-Data-Analysis
Data analysis on graph dataset built from twitter user data
Social-Spam-Detection
Spam detection task on twitter dataset
Text-Mining
Text mining by using tools from natural language processing in R programming language
Time-series-LSTM
Time series analysis on household power consumption data
Computer-Vision-Matlab
Computer vision project on camera calibration and other tasks
Data-Mining-Project
Data mining project - data cleaning, feature extraction, model building, hyperparameter tuning with cross validation, PCA
DEFI-IA-2021-Kaggle-Challenge
Kaggle NLP competition (2021) among several universities in France (secured 8th place overall)
DGL-Graph-Neural-Network
Graph Neural Network implementation using DGL and benchmark datasets
docker-img-socialspam
Docker container for running the spam detection experiment
Image-Augmentation
Image augmentation of birds dataset with neural networks and also some pretrained models
K-Nearest-Neighbours
Experimental analysis of KNN by using waveform dataset
Optimal-Transport
Code for some of the algorithms used in Optimal Transport like subspace alignment and sinkhorn algorithms
rohithteja
Data Scientist
Store-Item-Demand-Forecasting
Case study on store item demand forecasting
Text-Formatting-Problem
Text Formatting project using various algorithms like Dynamic Programming, Greedy method etc
windpower_gnn
A spatial dynamic wind power forecasting project using data-driven machine learning methods like graph neural networks