Your Gradify Tree

Every track is a branch and every solve is a leaf. The trunk grows as you level up, badges blossom and finished projects bear fruit.

Rewards

This is an example tree a few weeks in. Sign in to grow your own.

softmax with temperaturescaled dot product attentiontop p nucleus samplingcosine similarity retrievaltext chunking with overlapbpe merge steplora parameter countperplexity from logprobsllm judge agreementkv cache memoryreciprocal rank fusionrepetition penaltyspeculative decoding verifyrotary position embeddingbm25 keyword searchchat history truncationint8 weight quantizationmoe top k routingbeam search decodingkl divergenceknowledge distillation lossdpo losslinear regression gradient descentprecision recall f1k means steplogistic regressiongini best splitk fold cross validationk nearest neighboursroc auc from scratchpca via svddense layer backpropcross entropy lossadam optimizer steplayer normrelu gelu activationsinverted dropoutconv1d forwardsinusoidal positional encodingbatch norm forwardwarmup cosine schedulegradient clippingmax pool 2dlstm cell forwardsoftmax cross entropy gradz score outlierspandas revenue by cohortab test two proportionbootstrap confidence intervalpearson correlationewma smoothingsql revenue by countrysql customers without orderssql running totalsql top customer per monthsql repeat customerssql month over month growthsql days to first ordersql rank within countrysql average order valuesql second highest ordersql rolling averagesql share of revenuesql monthly active customerssql days between orderssql ordered every monthsql longest monthly streaksql cohort retentionword frequencyflatten nestedlru cachegroup anagramstoken bucket rate limiterretry with backofflog file parserlazy batching generatortimer context managerttl cache decoratordataclass validationcsv sales reportdeep merge configexpression evaluatorjson schema validatorevent emitterhumanize sizes durationscli argument parsernormalize pathrun length encodingroman numeralsnormalize emailssemver comparecircuit breakercron matchertwo sumnumber of islandslongest increasing subsequencebinary search first occurrencemerge intervalsdijkstra shortest pathtopological sortlongest unique substringtrie autocompletestreaming top kedit distance
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Easy solve Medium solve Hard solve Badge Finished project
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