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