keithleungwork
A Full-stack ML Engineer, born in Hong Kong and working in Japan [My Kaggle: https://www.kaggle.com/keithltk]
Japan
Pinned Repositories
aws_sample
A repo listing various kind of AWS samples
bert_fine_tuning_example_ner
An example of leveraging HuggingFace to fine-tune BERT model for NER task
fuzzy_text_match_sample
A repo of doing fuzzy search on text, to match input text against a huge dataset.
keithleungwork.github.io
My blog implemented via jekyll
kubeflow_trial
This repo showcases how to launch a kubernetes cluster locally and install kubeflow for testing the dashboard locally.
LabelStudio_example
Included common examples to speed up the configuration process while using LabelStudio
lena-voita.github.io
A forked repo from a very great NLP illustrated guideline.
milvus_trial
This repo shows a quick setup to try out the Milvus, a vector database
ml_data_prep
The repo collect various helpers to prepare or process dataset for ML purpose.
mlflow_trial
Showing the simple usage of mlflow to track experiments
keithleungwork's Repositories
keithleungwork/bert_fine_tuning_example_ner
An example of leveraging HuggingFace to fine-tune BERT model for NER task
keithleungwork/aws_sample
A repo listing various kind of AWS samples
keithleungwork/fuzzy_text_match_sample
A repo of doing fuzzy search on text, to match input text against a huge dataset.
keithleungwork/keithleungwork.github.io
My blog implemented via jekyll
keithleungwork/kubeflow_trial
This repo showcases how to launch a kubernetes cluster locally and install kubeflow for testing the dashboard locally.
keithleungwork/LabelStudio_example
Included common examples to speed up the configuration process while using LabelStudio
keithleungwork/lena-voita.github.io
A forked repo from a very great NLP illustrated guideline.
keithleungwork/milvus_trial
This repo shows a quick setup to try out the Milvus, a vector database
keithleungwork/ml_data_prep
The repo collect various helpers to prepare or process dataset for ML purpose.
keithleungwork/mlflow_trial
Showing the simple usage of mlflow to track experiments
keithleungwork/ms_ml_course
Learning ml course from ms
keithleungwork/NN_search_sample
Some example of applying Nearest Neighbor, such as ANN(Approximate Nearest Neighbor) Search Technique.
keithleungwork/opencv_sample
A repo containing some samples or common use cases of opencv
keithleungwork/parquet_usage
Apache Parquet is a free and open-source column-oriented data storage format in the Apache Hadoop ecosystem. This repo will test how fast it is by using some large test files.
keithleungwork/PyTorch-CV-Model-Fine-Tuning-Example
Examples of fine tuning PyTorch computer vision models
keithleungwork/spacy_example
Extracted some example codes from spaCy official document.
keithleungwork/training_template
Store templates of training code implemented with popular framework. Aims to reduce the overhead time of making a new training project.
keithleungwork/transformer_from_scratch
An implementation of Transformer architecture by using Tensorflow.
keithleungwork/wandb_trial
A repo to showcase the simple usage of wandb and compare with other option such as tensorboard.