Development

Programming, frameworks, implementation, frontend, backend, and app development

skills in category: 70,058
pages available: 2,920

Security grades appear on each card once the skill has been scanned. Newly imported skills may briefly show without a grade until the backfill job runs.

Open in full browser

Browse development skills

Showing 19,657–19,680 of 70,058 skills

Popularity Fallback RecommendationAFills unfilled recommendation slots with globally popular recent items to handle cold-start users and short lists.developmentpythongoVotes: 0GitHub stars: 61
Multiclass To Binary CollapseATrains on a finer-grained multiclass target (subtypes), then collapses non-baseline classes into a single positive class for binary submission.developmentpythongoVotes: 0GitHub stars: 61
L1 Coefficient Interaction MapAExtract and visualize per-subgroup feature coefficient signs from L1-regularized models as an interaction heatmap for EDAdevelopmentpythongoVotes: 0GitHub stars: 61
Hierarchical Collision CascadeAThree-level polygon overlap test — AABB early exit, then point-in-polygon ray casting, then segment intersection — for fast non-convex collision detectiondevelopmentpythongoVotes: 0GitHub stars: 61
Haversine Knn Candidate GenerationAGenerates geographically proximate candidate pairs for entity matching using KNN with haversine distance, optionally partitioned by country.developmentpythongitVotes: 0GitHub stars: 61
Group Mean Log Mae MetricACustom evaluation metric that computes log of per-group MAE then averages, penalizing uniformly bad groups.developmentpythongoVotes: 0GitHub stars: 61
Skills DirectorySkills Directory Look up any of 103,619 scanned skills — grade, score, and every finding. Free.Check a skill
Group Kfold Leak PreventionAUses GroupKFold to prevent data leakage when multiple rows share a common entity (e.g., same user, question, or document).developmentpythongoVotes: 0GitHub stars: 61
Game State Grid EncodingAEncode a 2D game board into a normalized multi-channel feature tensor with log-scaled resources, signed unit counts, and directional features for RL agentsdevelopmentpythongoVotes: 0GitHub stars: 61
Frequency EncodingAAdds each feature's value-count frequency as a new column, enabling tree models to split on how common or rare a value is.developmentpythongoVotes: 0GitHub stars: 61
Featureunion Field DispatchAUse sklearn FeatureUnion with closure-based preprocessors to apply different vectorizers to different DataFrame columns in a single fit_transform calldevelopmentpythongoVotes: 0GitHub stars: 61
Distribution Matching PostprocessAReshapes model predictions to match the known label distribution from training data using rank-based mapping.developmentpythongoVotes: 0GitHub stars: 61
Cyclical Feature EncodingAEncodes cyclical features (hour, month, day-of-week) using sine/cosine transforms to preserve circular distance.developmentpythongoVotes: 0GitHub stars: 61
Convex Hull Bbox RotationAMinimize axis-aligned bounding box side length by finding the optimal rotation angle over convex hull vertices using bounded scalar optimizationdevelopmentpythongoVotes: 0GitHub stars: 61
Confidence Weighted Rate EncodingAEncodes categorical groups by their target rate scaled by a log-confidence factor, smoothing unreliable rates from low-frequency groups toward zero.developmentpythongoVotes: 0GitHub stars: 61
Catboost MultirmseACatBoostRegressor with MultiRMSE loss for native multi-output regression, predicting all targets in a single model without per-target loops.developmentpythonVotes: 0GitHub stars: 61
Brand Name Recovery From TitleARecover missing categorical values by matching words in a related text field against a known vocabulary built from the full datasetdevelopmentpythongoVotes: 0GitHub stars: 61
Authorized Flag Table SplitASplit a transaction table by a binary status flag (authorized vs. declined, paid vs. refunded) into two parallel sub-tables, then build the same aggregate feature pipeline on each — the declined-transaction features are usually as predictive as the authorized ones because they encode risk and friction the authorized stream alone hidesdevelopmentpythongoVotes: 0GitHub stars: 61
Weighted Layer PoolingALearns a weighted combination of CLS embeddings across all transformer layers instead of using only the last layer.developmentpythonVotes: 0GitHub stars: 61
Translation Regex PostprocessingAMulti-rule regex pipeline to clean seq2seq translation outputs — deduplicate phrases, fix punctuation, remove artifactsdevelopmentpythonVotes: 0GitHub stars: 61
Transformer Layer FreezingAFreezes transformer embedding and lower encoder layers to reduce memory, speed up training, and stabilize fine-tuning.developmentpythonVotes: 0GitHub stars: 61
Train Short Infer Long SequenceATrains a transformer at shorter sequence length for speed, then runs inference at a longer sequence length to capture more context, exploiting position embedding generalization.developmentpythonawsVotes: 0GitHub stars: 61
Tfidf Pair Difference EncodingAEncodes text pairs by computing the absolute difference of their TF-IDF vectors, collapsing a pair into a single fixed-length feature vector.developmentpythonVotes: 0GitHub stars: 61
Subtoken Labeling StrategyAControls whether all subtokens or only the first subtoken of each word receive NER labels during training and inference.developmentpythonVotes: 0GitHub stars: 61
Sqrt Mse LossAUses square root of MSE as training loss to directly optimize for RMSE evaluation metric alignment.developmentpythonVotes: 0GitHub stars: 61