ankushgpta2

Analyze-Avalanche-vZ2.3

Introductory Code For Doing Simple Avalanche Analysis (Criticality In The Brain) Mainly Through Power Law Analysis In Log-Log Space and Temporal Coarse Graining (K)

Quantum_NLP

Benchmarking Quantum Computing Based ML Algorithms (LAMBEQ) Against Classical LSTM and Hugging Face Based Transformer on a Variety of NLP Tasks

RetirementRadar

:chart_with_upwards_trend: :clock130: Predictive Model for Optimal Retirement Investment Strategy Based on Macro/Meso Market Properties and Personal Preferences/Information (401k & IRA)

2PhotonProcessor

Code for Important Processing Steps For .Tiff or .Raw Video Files Acquired From 2-Photon Imaging System + Completely Automated and With NWB Schema (.HDF5) Capability

ankushgpta2

databricks-poc

:computer: :bar_chart: Proof of Concept (POC) Using Azure Databricks for Automated & Real-Time ETL, Generation of Visualizations, and Pipeline Integration for Various Pathogens

Find_My_Images_v1.01

Deep Neural Net For Finding Similar Images With Hyperparameter Optimization + AWS And Azure GPU Capabilities

ForecastMyPay

:moneybag: :bar_chart: Forecaster for Predicting Future Pay (Raise / Bonus) Using Publically Available Data. Utilizes Machine Learning and Classical Statistical/Mathematical Techniques to Elucidate Insight

P2P

:page_facing_up: --> :speaker: (1) Cronjob Webscraper Finds Trending Papers (paperswithcode.com). Saves It and Generates Text Message Notification. (2) Generates a Pocdast and Summary via OpenAI's ChatGPT and Tortoise-tts

Random_Stochastic_Network

Generate a Random Network Consisting of 100 Nodes In-Terms of Connectivity Layout and Information Propagation + Analysis of Information I/O

tostadas

🧬 💻 TOSTADAS → Toolkit for Open Sequence Triage, Annotation and DAtabase Submission

Vision2DeepManifold

Pipeline Consisting of LSTM + Variational and Transformer Based Autoencoders + PCA/UMAP (Parameterized and Non-Parameterized) For Generating Low-Dim Manifold Representation of V1 Neural Activity