Udacity Small Data course (https://www.udacity.com/course/small-data--cd12528) transfer learning project.
-
Updated
Nov 7, 2024 - Python
#
small-data
Here are 15 public repositories matching this topic...
Small-data redoxmer stability audit comparing molecule-level validation with chemistry-platform transfer
model-validation scientific-machine-learning domain-shift small-data ai-for-science redox-flow-battery
-
Updated
Aug 1, 2026 - Python
Physics-informed knot decoder for short-crack growth curves (synthetic demo, M.Sc. thesis method)
-
Updated
Oct 29, 2026 - Python
Out-of-distribution molecular property prediction from a few analog series: data sets, ensemble models, and MMP-based pseudo-labeling
machine-learning cheminformatics drug-discovery ensemble-learning data-augmentation pseudo-labeling out-of-distribution molecular-property-prediction small-data
-
Updated
Oct 6, 2026 - Python
Solution for Udacity Small Data course project.
-
Updated
Jan 26, 2026 - Python
Train a FastGAN on your own photographs, on one GPU: curate, train up to 3072x2048, sample, evaluate. Play the result live with ganlive.
training real-time pytorch generative-adversarial-network gan generative-art image-generation high-resolution latent-space few-shot-learning huggingface xpu small-data intel-arc fastgan
-
Updated
Oct 6, 2026 - Python
XGBoost end-to-end on tiny real-world data: forecasts the #5 NASCAR Cup car at Talladega (top-10, DNF, finish) with leak-free features, walk-forward backtesting, built-in SHAP explanations and a Streamlit dashboard.
python machine-learning plotly xgboost gradient-boosting motorsport explainable-ai sports-analytics motorsports shap nascar streamlit small-data time-series-cross-validation nascar-racing
-
Updated
Oct 29, 2026 - Python
pip package for data analysis stability evaluation against small data change.
python docker machine-learning docker-compose pytest pip data-analytics data-analysis interpretability pip-package explainable-ai pip-install explainability data-analysis-project data-drift small-data data-drifts data-analysis-stability data-analysis-reliability small-data-change
-
Updated
Jun 13, 2026 - Python
[OPEN Alloy] The official implement of ATON for high entropy alloy discovery
tabular-data materials-science bayesian-optimization high-entropy-alloys small-data alloy-design trajectory-learning alloy-discovery closed-loop-optimization
-
Updated
Jul 22, 2026 - Python
A reproducible, leakage-proof feature selector for omics classification. Find the right features in n<<p data, not just fewer of them.
machine-learning regression high-dimensional-data feature-selection classification dimensionality-reduction omics imbalanced-data small-dataset imbalance high-dimensionality omics-analysis small-data small-datasets omics-data-analysis small-data-ml small-data-machine-learning
-
Updated
Sep 22, 2026 - Python
HELO is a lightweight and hybridized cryptographic system. This stands for "Hybrid Encryption Lightweight Optimization". It is made for robust security in IoT devices without reducing its performance. Also, it ensures integrity, authenticity, and confidentiality during the P2P data transmission.
lightweight iot security cryptography peer-to-peer cybersecurity hybrid information-security small-data helo-crypto
-
Updated
Apr 28, 2025 - Python
Official PyTorch implementation for ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing (IJCAI 2022)
-
Updated
May 7, 2024 - Python
SmallGBM is a gradient boosting library designed for small datasets (n < 1000). It combines robust leaf weight estimation with stochastic split selection to outperform XGBoost and LightGBM — with lower variance, no hyperparameter tuning, and a native C core.
-
Updated
Oct 7, 2026 - Python
Autolume is a no-coding generative AI system allowing artists to train, craft, and explore their own models.
-
Updated
Sep 24, 2026 - Python
Write data & AI pipelines in (SQL, Spark, Pandas) and deploy to the cloud, simplified
-
Updated
Mar 31, 2026 - Python
Add this topic to your repo
To associate your repository with the small-data topic, visit your repo's landing page and select "manage topics."