Anshu Singh's repositories
human_attributes_prediction_in_privacy_conditions
ACM MM'21 (Oral): Official implementation of the Context-guided Human Attributes Prediction Network (CHAPNet) introduced in Human Attributes Prediction Under Privacy-preserving Conditions.
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
api_malware_classification
Designed ensembled Seq2Seq models using Keras to detect malware in a sequence of API calls, and achieved a top position on Kaggle
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
deface
Video anonymization by face detection
geocoded-tweets-insights-dashboard
An interactive, configurable and generic dashboard to gain insights from geocoded Twitter data. The insightful visualizations generated through exploratory data analysis helps in getting insights into people's perceptions and trends. The analysis can be conducted on tweets based on a specific country or, in general, around the globe.
neural-networks-algos-from-scratch
Some of the algorithms for convolutional neural network (CNN) and recurrent neural network (RNN)
ml-algo-from-scratch
Implemented a Decision Tree Regressor, a Gradient Boosting Regressor, and a Hierarchical Clustering Algorithm.
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
phattacks
Defending Against Physically Realizable Attacks on Image Classification
practical-statistics-for-data-scientists
Code repository for O'Reilly book
privacy_adversarial_framework
The Privacy Adversarial Framework (PAF) is a knowledge base of privacy-focused adversarial tactics and techniques. PAF is heavily inspired by MITRE ATT&CK®.
private-ai
Repo for Udacity's Secure & Private AI course
PyTorch-YOLOv3
Minimal PyTorch implementation of YOLOv3
smoothing
Provable adversarial robustness at ImageNet scale
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.