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fastai_part2

notebooks for fastai deep learning for coders part 2

fastapi-openshift-pipeline

fasttext-reproducible-pipeline

Example of a reproducible data pipeline. Takes in amazon review data, trains a fasttext sentiment classification model and runs predictions

fasttext-with-clipper

feat_eng_demo_images

finetuning_demo

flask-keras-docker-demo

deploying a Keras ResNet model with Flask and Docker for subsequent monitoring in production

ge_flight_data

Data Mining Kaggle's GE Flight Data to predict flight delay times

hppython

high performance data science workshop with python

id_dep_ud_sm

Indonesian language model trained on UD_Indonesian_GSD v2.2 (2018-03-01)

id_ner

Experimental spaCy NER model for Indonesian

im2latex-tensorflow

Tensorflow implementation of the HarvardNLP paper - What You Get Is What You See: A Visual Markup Decompiler (https://arxiv.org/pdf/1609.04938v1.pdf)

instacart-data

jeanne-ado-mlops-dab

jenkins-client-plugin

jupyterworkflow

Jupyter Workflow Example

kubeflow

Machine Learning Toolkit for Kubernetes

label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

load-test

lsa-kedro-mlflow

Combining Kedro and MLFlow to managing the Machine Learning lifecycle

lung_cancer_clustering_project

Attempt to reproduce findings from a scientific paper that classifies lung cancer subtypes with hierarchical clustering

manifold

A model-agnostic visual debugging tool for machine learning

ml-templates

An even more minimalist project setup template for ML apps

ml-training-20220621

mlflow-example

An example MLflow project

mlflow-workshop-part-1

Partly lecture and partly a hands-on tutorial and workshop, this is a three part series on how to get started with MLflow. In this three part series, we will cover MLflow Tracking, Projects, Models, and Model Registry.

mlops_e2e

MLOps End to End examples integrated with git actions

mltrace

Coarse-grained lineage and tracing for machine learning pipelines.

mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

mmcv

OpenMMLab Computer Vision Foundation