Ramnath-Kumar's repositories
Task-Diversity-meta-learning
Task-Diversity-meta-learning
Temporal-Dynamics-and-Spatial-Content-in-IoT-Malware-Detection
Malware detection of IoT binaries, and the performances when using RNN or CNN. Work done as an Informal project while studying at BITS.
eDarkFind-Unsupervised-Multi-view-Learning-for-Sybil-Account-Detection
Sybil account detection on the dark web drug markets using an unsupervised multi-view learning approach. Worked while I was at Knoesis.
Adversarial-Learning-Dynamics-in-RL
Adversarial Learning Dynamics in RL
Brain-based-Subject-Identification
Brain based Subject Identification using EEG data. The following code was written during my internship at CoCoLab, University Of Montreal.
ramnathkumar181.github.io
Personal Website using Jekyll
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
Inequality-with-Ordinal-Data
This is to compare different ordinal data with numbers which can be used for further applications.
Label-Propagation-with-TIM
Application of TIM on graphs using label propagation setting. This work was done under the supervision of Prof. Samira during my internship at MILA.
Lending-Club-Analysis
We create a model using the gradient boosting algorithm to cut down on the noise and improve performance. This work was done during an informal project under Prof. Yaganti while studying at BITS.
ModellingHelper-InformationRetrieval
Profession Specific Information Retrieval System built as part of coursework - CS F469: Information Retrieval while studying at BITS
Project-Astronomy
This project is an application of Machine Learning in Astronomy. This work was done during an informal project under Prof. Nigam while studying at BITS
Project-Cancer-Detection
Create a model which can determine if the patient has cancer or not. This project was done with Vidya Durai (BNY Mellon), during my second year of college.
Stochastic-Causal-Attribution
Code for Stochastic Average Causal Attribution and the experiments on simulated and real datasets. Worked while I was at AmazonML.
Walmart_Verity
This project was built for the Walmart Hackathon 2020. We proposed the idea of kiraya storage management during the period of Covid to reduce stress on warehouses of Walmart.