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Samitha Jayaweera's Projects

lda2vec-tf icon lda2vec-tf

tensorflow port of the lda2vec model for unsupervised learning of document + topic + word embeddings

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

linear-attention-recurrent-neural-network icon linear-attention-recurrent-neural-network

A recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Transformer Network. The LARNN cell with attention can be easily used inside a loop on the cell state, just like any other RNN.

lineme icon lineme

Android game for Extrogene PVT Ltd - A pattern drawing game, with single or multi-player modes

listenbrainz-labs icon listenbrainz-labs

A collection tools/scripts to explore the ListenBrainz data using Apache Spark.

lit-llama icon lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

lm-lstm-crf icon lm-lstm-crf

Empower Sequence Labeling with Task-Aware Language Model

lora icon lora

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

luigi icon luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

m3-forecast icon m3-forecast

Forecasting using RNNs and exponential smoothing trained with SGD with annealing LR on M3 dataset

m4-methods icon m4-methods

Includes the source code of the methods which participated in the M4 Competition

machinelearning icon machinelearning

supervised and unsupervised algorithms from Andrew Ng machine learning class

machineray icon machineray

This is a project that uses AI to create abstract art. It is released under the CC BY-NC-SA license. See License.txt for details.

mastrade icon mastrade

MasTrade is a trading bot in baselines3,pytorch,gym

matrnn icon matrnn

predict multivariate arrival times with rnns

mbspotify icon mbspotify

MusicBrainz Spotify integration hack for SF Music Hack Day 2014

medici icon medici

Double-entry accounting system for nodejs + mongoose

medium-unlimited icon medium-unlimited

A browser extension to read medium.com articles for free without membership.

megatron-lm icon megatron-lm

Ongoing research training transformer language models at scale, including: BERT

mermaid-live-editor icon mermaid-live-editor

Edit, preview and share mermaid charts/diagrams. New implementation of the live editor.

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