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ai4i_ama

Pandas for data science demo

aiap_projects

Projects I worked on during the first couple of weeks of AIAP, implementing a bunch of algorithms by hand

bazel

a fast, scalable, multi-language and extensible build system

ci-workshop-app

climapy

Support data analysis of climate model data

course-v3

The 3rd edition of course.fast.ai

djangovue

experiments in single page apps using djang and vue

gpu_benchmark

Run GPU benchmark with ai-benchmark and mixed-precision

iadxmas

ideityfier

This is an ideityfier. It identifies deities.

infersent

InferSent sentence embeddings

info_retrieve

Framework for a information retrieval engine (QnA, knowledge base query, etc)

know-your-intent

Beating State of the Art results in Intent Classification using Sematic Hashing for three datasets: AskUbuntu, Chatbot and WebApplication.

langchain

⚡ Building applications with LLMs through composability ⚡

llmexperiments

Some exploration with llms

machine-learning

minst_cnn

Implementing CNNs using different methods in tensorflow, and viewing learning progress through tensorboard

mlscripts

python implementation of some ml scripts from Andrew Ng's coursera class on machine learning

month_learn

Predicting the month based on precipitation data using CNN

natural_language_processing

Experimenting on NLP algorithms

parallel_python

testing out different ways of parallelizing python

principia

For scripts written in the newton computer cluster

pytorch_cifar_deep_learning

Testing out different deep learning networks on CIFAR10 using pytorch on google cloud deep learning VM

quickml

Template for data science tasks

regularization_visualized

I find this visualization of L1 (lasso) and L2 (ridge) regularization better than the usual graphical one

shopee_ndsc

Code I contributed for the 19th ranking position in the shopee NDSC competition

surfingsuitcase

tf_developer

Notebooks from the course

thesisscripts

thesis data analysis and machine learning on local

thesisscripts_old

scripts used to analyse various wrf output data