sharmi1206's repositories
elections-2019
Election sentiment analysis and mood prediction
covid-19-analysis
Covid-19 India's statewide analysis with census data 2011 and Kaggle data
differential-privacy-tensorflow
Samples of multi-class text classification with Differential Privacy Tensorflow 2.0
Membership_Inference_Attack_DP
Testing membership inference attacks on Deep learning models (LSTM, CNN);
fairness-tensorflow-toxicity-classification
Tensorflow constrained optimization with different Deep Learning Models
featal-ecg-anomaly-detection
Fetus Anomaly detection using Variational Auto Encoder
network-capacity-predictor
Sample tool to predict network traffic based on users and resource block utilization
telecom-customer-segmentation
Telecom Customer segmentation and Churn Prediction
fairness-india-hiring
fairness constraint with Tensorflow Constrained Optimization in the context of InDian jobs
Robust-and-Fair-Federated-Learning
Implementing the algorithm from our paper: "A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in Federated Learning".
Datasets
Machine learning datasets used in tutorials on MachineLearningMastery.com
Demystifying-Federated-Leaarning
Demystifying Federated Leaarning
nsl_iot_weather
Neural Network Structured Learning on Iot Datasets
nsl_personalinfo_classification
Neural Structured Learning (Adversarial) with TensorFlow
pyTSP
A 2D/3D visualization of the Traveling Salesman Problem main heuristics
Quality-and-Safety-for-LLM-Applications-Executed
Quality and Safety for LLM Applications course taught in DeepLearning.AI with executed code