Avik Basu's repositories
Depression-Identification
Depression detection and severity estimation
Human-Behavior-Analysis
Sentiment analysis of humans from youtube video data
agent-navigation
Double Deep Q-Network implementation in solving a Unity environment
Anomaly-Transformer
About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_
argo-dataflow
Dataflow is a Kubernetes-native platform for executing large parallel data-processing pipelines.
Blood-Donor-DB
Blood Donor Central Database System
boston_housing
MLND Project 1
continuous-control
Deep Reinforcement Learning project to solve a control task.
cpython
The Python programming language
customer_segments
MLND Project 3
Deep_reinforcement_learning_Course
Implementations from the free course Deep Reinforcement Learning with Tensorflow
galaxy-zoo
Galaxy Zoo challenge from the Kaggle competition
gitignore
A collection of useful .gitignore templates
Map-Reduce-practice
Practice codes for Map Reduce implementation in Python
mtad-gat-pytorch
PyTorch implementation of MTAD-GAT (Multivariate Time-Series Anomaly Detection via Graph Attention Networks) by Zhao et. al (2020, https://arxiv.org/abs/2009.02040).
multi-agent-collaboration
Deep Reinforcement Learning project for multiple collaborative agents.
nix-jupyter-nb
Test repository for jupyter notebooks with nix
numaflow
Kubernetes-native platform to run massively parallel data/streaming jobs
numaflow-python
Numaflow Python SDK
numalogic
Collection of operational time series ML models and tools
numalogic-prometheus
AIOps for metrics in Prometheus
student_intervention
MLND Project 2
symspellpy
Python port of SymSpell