# ---------------------------------------------------------- # 4️⃣ Determine how many samples each stratum contributes per batch # ---------------------------------------------------------- # Compute the proportion of each stratum in the whole dataset. total_n = labels.shape[0] stratum_counts = np.array([len(arr) for arr in strata_to_indices.values()], dtype=np.int64) stratum_proportions = stratum_counts / total_n
Sometimes, the SAMPFUNCS folder doesn't appear after the first game launch. This is typically caused by Windows User Account Control (UAC). SAMPFUNCS will create the folder in a virtual store path ( x:\users\<your user>\appdata\local\VirtualStore\... ). You can either copy the files from there to your GTA folder or, more simply, run the game as an administrator once to allow the plugin to write directly to the game folder.
Ensure your ASI file is explicitly updated for the 0.3.7-R5 address offsets. Alternatively, use a compatibility ASI downgrader to run R1 plugins on the R5 client. The SAMPFUNCS Folder is Missing sampfuncs 037 r5
To use this plugin, you must have a clean installation of GTA San Andreas and CLEO 4 installed.
Installing SAMPFUNCS for SA-MP 0.3.7-R5 requires a clean and properly configured GTA San Andreas base. SAMPFUNCS will create the folder in a virtual
Restored compatibility for existing SAMPFUNCS (.sf) plugins across different SA-MP versions. Lower DirectX Requirements:
GTA San Andreas SAMPFUNCS Tutorial How To Correctly Install. Ensure your ASI file is explicitly updated for the 0
def stratified_batch_sampler( *, labels: np.ndarray, batch_size: int, stratify_on: Sequence[str] | None = None, extra_strata: Mapping[str, np.ndarray] | None = None, shuffle: bool = True, seed: int | None = None, drop_last: bool = False, ) -> Iterator[np.ndarray]: # ---------------------------------------------------------- # 1️⃣ Validate and normalise inputs # ---------------------------------------------------------- labels, batch_size, cat_columns = _validate_inputs( labels, batch_size, extra_strata )
In the last two years, threat actors have embedded RATs (Remote Access Trojans) and cryptocurrency miners into fake "SAMPFUNCS 037 r5" installers.