Nick Yeo's repositories
info_retrieve
Framework for a information retrieval engine (QnA, knowledge base query, etc)
regularization_visualized
I find this visualization of L1 (lasso) and L2 (ridge) regularization better than the usual graphical one
aiap_projects
Projects I worked on during the first couple of weeks of AIAP, implementing a bunch of algorithms by hand
ideityfier
This is an ideityfier. It identifies deities.
Know-Your-Intent
Beating State of the Art results in Intent Classification using Sematic Hashing for three datasets: AskUbuntu, Chatbot and WebApplication.
month_learn
Predicting the month based on precipitation data using CNN
pytorch_cifar_deep_learning
Testing out different deep learning networks on CIFAR10 using pytorch on google cloud deep learning VM
djangovue
experiments in single page apps using djang and vue
gpu_benchmark
Run GPU benchmark with ai-benchmark and mixed-precision
InferSent
InferSent sentence embeddings
langchain
⚡ Building applications with LLMs through composability ⚡
LLMexperiments
Some exploration with llms
minst_cnn
Implementing CNNs using different methods in tensorflow, and viewing learning progress through tensorboard
natural_language_processing
Experimenting on NLP algorithms
parallel_python
testing out different ways of parallelizing python
shopee_ndsc
Code I contributed for the 19th ranking position in the shopee NDSC competition
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