timdavidlee Goto Github PK

cbm-database

compilation of all the older databases

cboost

Applying gradient boosting to a series of thin Conv2D networks

cognite-sdk-python

Cognite Python SDK

concept-curric-dev

concept-gpt-research

fiddling with open AI services + semantic search stuff

concept-scouter

ner -> LLM -> ner

course-chat-gpt

notes + materials from regarding chat gpt

datasciencejunior

distillingtree

Implementation of paper on distilling Neural Networks into decision trees. MNIST images classified by a decision tree of 1-layer NN per node. Accuracy up to 95%

docker-fastai

Docker images for fastai library

docker-images

ds-interview-prep

interview questions & collection of materials

embeddingcatnet

Example of Training Embeddings for Categorical Variables. Use NN to create N-dim embeddings, then use vectors for Gradient Boosting

everything-but-the-ml

fast_dl1

fast.ai deep learning 1 notes ( new home for revised notes) Topics: Image Recognition, CNNs, ResNet, RNNs

fast_dl2

fast.ai dl2 notes, Topics: Object Detection, Language Models, Image Segmentation

fastai2022p2

Lecture notes + setup stuff for 2022's fastai part 2 course, stable diffusion

fastai_dl2019p2

Deep Learning Part 2, 2019 edition - transcriptions, screenshots and notebooks

go_vs_python

Me testing out basic file performance vs. numpy

gpu-centos-install

tested on aws redhat instance

langchain-stuff

lang chain stuff

layeredlearning

Collection of my tutorials on Deep Learning Topics

learning-deep

All my deep learning notes: contains v1 of machine learning with Jeremy Howard, and v1 of Fastai Deep Learning 2018 part 1

lethal-toothpaste

A repo for making psuedo-realistic transaction data for ML and Analysis teaching purposes

lstm_from_scratch

programming lstm with pytorch from scratch

ml-cnn-ed

Testing + implementation of "Convolution Embedding for edit distance"

multivarseq2seq

multivariate sequence to sequence models in keras with proper inference

project-layout

Standard Go Project Layout

pylang

Language Model tests

rftree